About

Eduardo A. B. da Silva, Professor


Federal University of Rio de Janeiro (UFRJ)
Program of Electrical Engineering (COPPE)
Department of Electronics and Computer Engineering (DEL/Poli)

  • B.Sc. - Electronics Engineering - Instituto Militar de Engenharia (IME), Rio de Janeiro, RJ, Brazil, December 1984. 
  • M.Sc. - Electrical Engineering - COPPE/Universidade Federal do Rio de Janeiro, RJ, Brazil, September 1990. Thesis: The MTB-Mesh-Block Transform 
  • Ph.D. - Electronics Systems Engineering - Essex University - Colshester, UK, June 1995. Thesis: Wavelet Transforms for Image Coding
  • Eduardo Antônio Barros da Silva was born in Rio de Janeiro, Brazil, in 1963. He got his B.Sc in Engineering from Instituto Militar de Engenharia (IME) in 1984, his M.Sc in Electrical Engineer from COPPE/UFRJ in 1990 and his Ph.D in Electronics Systems Engineering from Essex University, England in 1995.

    In 1985 he worked has an engineer for EMBRATEL (a Brazilian Telecommunications Holding). In 1986 he worked as an engineer for IBM-Brazil. In 1987 and 1988 he worked at the Departament of Electrical Engineering of Instituto Militar de Engenharia (IME), Rio de Janeiro, Brazil. Since 1989 he works at the Electronics and Computer Science Departament from Escola Politécnica (former Escola de Engenharia), from Universidade Federal do Rio de Janeiro (UFRJ). He was coordinator of the specialization course in Telecomunication Systems from Escola Politécnica (TELECOM) from 2003 to 2008. He also works since 1996 at the Programa de Engenharia Elétrica from COPPE/UFRJ,where he was Head of Department in 2002.

    In 2002, 2003 and 2008 and 2009 he has been Associate Editor of IEEE Transactions on Circuits and systems, Part I, in the area of Digital Filters, Wavelets and Filter Banks. In 2006 and 2007 he has been Associate Editor of IEEE Transactions on Circuits and systems, Part II, in the area of Digital Signal Processing, and has been Associate Editor of the Journal Multidimensional Systems and Signal Processing, from Springer Verlag, since 2006.

    He gives consulting and training in Image and Video Compression for TV operators in Brazil. In 1994 he won the "British Telecom Postgraduate Publication Prize" for his IEEE article on Aliasing in Subband Coding. He has been appointed a Distinguished Lecturer of the IEEE CAS Society for 2003 and 2004. He also is co-author of the book "Digital Signal Processing - System Analysis and Design", published by Cambridge University Press. His research interesses are in the areas of Digital Signal and Image Processing, Signal Coding, Digital Television, Wavelet Transforms, Mathematical Morphology and Telecommunications Applications. He is a member of Institute of Electric and Electronic Engineers (IEEE), of the Brazilian Telecommunication Society (SBrT) and the Brazilian Television Engineering Society (SET).

    Selected Publications

  • Book

  • Diniz, P. S. R., da Silva, E. A. B., and Lima Netto, S., Digital Signal Processing: System Analysis and Design, 2nd Edition, Cambridge University Press, Cambridge, UK, 2010, ISBN 978-0-0521-88775-5 (970 pages).

    For acquisition, contact  Cambridge University Press or Amazon.

    Other editions:
    - Chinese English language edition: ISBN 9787111382539, 7111382536, ASIN: B008FLUAPQ, http://www.hzbook.com, www.china-pub.com.
    For acquisition, contact   China.

    - Portuguese language edition: Brazil, 2014. ISBN 9788582601235
    For acquisition, contact   Bookman.

  • Book

  • Diniz, P. S. R., da Silva, E. A. B., and Lima Netto, S., Digital Signal Processing: System Analysis and Design, Cambridge University Press, Cambridge, UK, 2002, ISBN 0-521-78175-2.
    For Acquisition contact Cambridge University Press or Amazon.

    Other editions:
    - Portuguese language edition:  Bookman,  Brazil, 2004. ISBN 85-363-0418-9.
    - Chinese english language edition: Publishing House of Electronics Industry, China.  ISBN 7-5053-8171-7.
    - Chinese language edition: Publishing House of Electronics Industry, China. ISBN 7-121-00063-6
    - South Asian Edition: ISBN 0-521-54083-6

    Research

    Research Areas, Projects and Grants.

    • Digital Signal Processing
    • Digital Image Processing
    • Image and Video Coding
    • Data Compression Systems
    • Multi-rate Filter Banks and Wavelet Transforms
    • Communication Systems
    • Mathematical Morphology
    • Digital Watermarking

    Image and Video Compression Techniques: research on image, video and signal compression techniques

  • Image and vídeo coding using generalized bit-planes and matching pursuits
  • Eduardo A. B. da Silva (in collaboration with Rogério Caetano, Fundação Paulo Feitoza, Brazil).
    Among the state-of-the-art in wavelet image coding one can point out the ones that use successive approximations, due to both compression efficiency and ease of implementation. Initially the most successful successive approximation quantization methods were based on scalar quantization. The attempts to employ successive approximation vector quantization methods resulted in codebooks that were very complex to generate. However, it has been developed a successive approximation vector quantization method that uses regular lattices as codebooks, that are very easy to generate. This has opened new avenues of research in the area. It has been shown that this method can be extended to Hilbert spaces, and can be seen as a generalization of sinal decompositions followed by quantization and bit-plane encoding.

    Conditions for the convergence of successive approximation vector quantization have been determined. However, that results have been obtained only experimentally. Its mathematical analysis has led to analytical results and theorems that have set the basis for deeper studies and the development of image and video encoders.

    Following this line, we have been investigating the relations of successive approximation vector quantization with iterated function systems, since this has been shown to be a good tool for the analytical development of the successive approximation theory. With the help of this theory, along with ergodic theory and the expansive transformations theory, more efficient methods of vector successive approximation have been investigated. As a natural development of this research, extensions of this theory to Hilbert spaces are being investigated, leading to a theory of signal decompositions in generalized bit-planes. Its applications to video compression are being investigated, using the framework of the matching pursuits algorithm. It has also been investigated the dictionary design for such decompositions, based on recent development in the area of two-dimensional function decomposition using geometrically significant components, known as ridgelets, curvelets and coutourlets. Still based on the generalization enabled by the decompositions using generalized bitplanes, static image coding methods based on the matching pursuits algorithm are being investigated; DCT and wavelet image coders are particular cases of these.

  • Signal encoding using multiscale recurrent patterns
  • Eduardo A. B. da Silva (in collaboration with Murilo B. de Carvalho, Universidade Federal Fluminense, Brazil, Sergio M. M. de Faria, Universidade de Leiria. Portugal, Nuno Rodrigues, Universidade de Coimbra, Portugal and Vitor Silva, Universidade de Coimbra, Portugal).
    Lossy string matching methods have recently attracted the interest of the data compression community, since they provide forms of efficiently integrating the quantization and coding operations. In this research the use of multiresolution techniques in recurrent pattern matching has been investigated. With this method, one obtains an integration of the operations of transformation, quantization and coding. Results show that these methods are promising . We research altenatives for the design of efficient signal compressors base don this paradigm. We also perform the theoretical development of its relation with orthogonal transforms. Its applications to video coding will also under investigation.

  • Stereo image compression
  • Eduardo A. B. da Silva (in collaboration with Murilo B. de Carvalho, Universidade Federal Fluminense, Brazil, and Carla L. Pagliari, Instituto Militar de Engenharia, Brazil).
    Stereo images provide the observer with a sense of reality far greater than the one provided by monocular images. In addition, stereo information is very useful in image analyis, including computer vision, image segmentation, etc. The analysis of such images needs the knowledge of the disparity map, that contains the information that defines pairs of corresponding points on the two views. From it we also obtain the tree-dimensional image depth information. However, there are not yet effective methods for its computation and representation. A lot of research has been carried out in this area.

    We investigate stereo image compression methods using recurrent patterns. Using this method, we expect to take advantage of the similarities among the two views without having to transmit the disparity map. Encouraging results have been obtained.

  • Image and video coding using triangular mesh approximations
  • Eduardo A. B. da Silva and Gelson V. Mendonça.
    In this project we develop image and video encoders using approximations with triangular meshes and interpolation. Efficient forms of organizing the meshes' parameters are being investigated, including hierarchical representations using rate-distortion criteria. Effective ways of performing mesh interpolation are also being investigated. Results show good compression potential for the method.

  • Surface compression with applications in computer graphics
  • Eduardo A. B. da Silva (in collaboration with Helio Lopes, Department of Mathematics, PUC-RIO, Brazil).
    In computer graphics, the objects generated can be defined by the specification of the geometry of the surfaces, as well as their properties. The more realistic is the computer graphics model, the larger is the amount of data needed to represent them. There are several techniques for the representation of the data correnponding tho the resulting surfaces. Such data consists basically of two parts: the topology of the surface and the position of its vertices. However, in general the data compression methods employed for such data are trivial from the signal and image processing points of view. In this project the Institute will develop techniques of signal compression applied both to the meshes' topology and to their vertices.

  • Turbo-coded quantization
  • Eduardo A. B. da Silva, Gelson V. Mendonça (in collaboration with José F. L. de Oliveira).
    Data compression systems based on the turbo-coded quantization (TCQ) can achieve rate-distortion performances close to the optimum. They are based on the turbo-coded modulation, using the well-known duality between coded modulation and quantization. In this work, we investigate the use of "turbo-coded quantization", that takes advantage of the excellent performance of turbo codes in order to generate an efficient data compression system. Preliminary results using random signals are promising. Image coders based on this paradigm are also being investigated.

  • Joint source-channel coding
  • Eduardo A. B. da Silva (in collaboration with Weiler Alves Finamore, CETUC/PUC-RIO, Brazil).
    In applications where one needs to transmit images/vídeo through channels of low signal to noise ratios, one has to insert redundant bits in order to the error probability remain within acceptable limits. On the other hand, one wants to use a source coding technique in order to reduce redundancy as much as possible. There is therefore a clear compromise among the bits spent with the increase in redundancy (channel coding) and the bits saved with the reduction of the source redundancy (source coding).

    Recently, there has been increased interest in this problem, due to, among other things, the need to transmit video in wireless systems. A popular approach is joint source-channel coding. We investigate this problem, using techniques that combine vector quantization and error control coding, as well as wavelet and lapped transforms. Techniques using combinatiosn of turbo-quantization and turbo-modulation are also continue under investigation.

  • Lossless video compression
  • Eduardo A. B. da Silva.
    In television studios, it is sometimes necessary to compress videos so that there is no loss. There are several lossless still image coders. However, little has been done in lossless video compression. The few encoders to date treat the video as a sequence of still images. In this line of research we develop lossless video encoders that exploit the redundancy among frames.

  • Wyner-Ziv theorem applied to video coding
  • Eduardo A. B. da Silva.
    The Wyner-Ziv theorem is related to the problem of source coding with side information present only at the decoder. It says that the rate-distortion function of a source X is the same irrespective of the side-information being present only at the decoder or at both the encoder and decoder. Therefore, if, in video coding, one considers the motion vectors as side information, then, according to the Wyner-Ziv theorem, it is possible, at least in theory, to design video encoders where the motion estimation is carried out only at the decoder, and yet to obtain performances as good as the conventional ones. Recently video coding algorithms based on the Wyner-Ziv paradigm have been proposed. In this line of research we investigate video encoders based on the H.264 standard using the Wyner-Ziv paradigm. Algorithms using turbo codes as well as LDPC (low density parity check codes) are being considered.

  • Error concealment methods in video compression
  • Eduardo A. B. da Silva (in collaboration with Ricardo L. de Queiroz, Universidade de Brasília, Brazil).
    Error concealment methods are of paramount importance, specially in error-prone environments, as in video transmission in wireless systems, as mobile phones. In this work we investigate error concealment techniques to be applied to state-of-the-art video coding methods, as the H.264 standard.

  • Compression of electric power systems signals
  • Eduardo A. B. da Silva, Paulo S. R. Diniz (in collaboration with Marco A. M. Rodrigues, CEPEL, Brazil).
    Power systems signal analysis constitute a powerful tool for the determination of failures on a power system, as well as its diagnosis. However, in order to do so, large amounts of data has to be stored and transmitted from remote stations to bases where they can be properly analyzed. This requires efficient methods to compress such data so that the accuracy of the analysis made upon them is not impaired.

    In such applications, the signals are formed by a combination of specific waveforms, what makes them suitable to compression using the matching pursuits algorithm. In this line or research, we investigate the application of such methods for compression and analysis of power systems signals.

  • ECG signal compression
  • Eduardo A. B. da Silva (in collaboration with Murilo B. de Carvalho, Universidade Federal Fluminense, Brazil, Jurandir Nadal, PEB-COPPE/UFRJ).
    In this theme this Institute investigates the application of wavelet transforms to ECG signal compression. Techniques based on multiscale recurrent patterns are under investigation.


    Image Processing

  • Digital Watermarking
  • Eduardo A. B. da Silva (in collaboration with Murilo B. de Carvalho, Universidade Federal Fluminense, Brazil).
    With the ever-growing use of multimedia systems, copyright protection of data in multimedia systems is becoming more and more important. The use of digital watermarking has come to fulfill these needs. In the last few years there has been a significant growth in the amount of research in this subject. One of the main problemas involving digital watermarks is that they have to be robust, that is, any image modification that can erase the mark will render the image useless. This Institute intends to investigate the use of multiscale recurrent patterns in order to insert robust watermarks.

  • Non-linear decompositions using morphological operators
  • Eduardo A. B. da Silva (in collaboration with Marcos Craizer, Department of Mathematics, PUC-RIO, Brazil).
    Non-linear decompositions using the "lifting" technique have already been described in the literature. In this topic, we investigate the use of morphological operators in such decompositions. In thi research, we devise efficient design methods for such decompositions. We also investigate morphological operators that can lead to maximally decimated decompositions in which the bands generated satisfy shape criteria. In addition, a theoretical structure is under development in order to both formally analyze and design them.

  • Image analysis and pattern recognition
  • Eduardo A. B. da Silva (in collaboration with Gelson Vieira Mendonça, COPPE/UFRJ, Alexandre Pimentel Mendonça, Instituto Militar de Engenharia, Brazil. and Sergio Rodrigues Neves, IPQM, Brazil).
    Image analysis has a fundamental role in systems that rely on visual information for some sort of decision making. One of the first steps in image analysis is segmentation, that consists in identifying image areas that contain objects of interest. Several segmentation techniques have been investigated. One application in which we have been working is on target segmentation in infrared images, using wavelets combined with mathematical morphology.

    Another important operation in image analysis is pattern recognition. We investigate the use of linear discriminative filtering to identify patterns in images. A theoretical analysis of the problem regarding it as an image restoration problem has been leading to encouraging results.

  • Detection and classification of tumors in mammographic images
  • Eduardo A. B. da Silva (in collaboration with Wagner C. A. Pereira, PEB-COPPE/UFRJ, Brazil).
    Mammography analysis leads to a significant increase in success in early detection of breast cancer. The usual diagnostic procedure is the following: when the mammography shows the possibility of a malign tumor, the pacient is sent to a biopsy. One wishes both to minimize the number of biopsies due to false tumor detection as well as the number of undetected malign tumors. Normally mammographies have high resolution, exceeding the human visual capabilities. Therefore, it is desirable to have automatic mammography analysis methods that can decrease the amount of false positives and false negatives. We investigate the use of mathematical morphology in the detection and classification of tumors in mammographies, as well as of independent component analysis together with neural networks.

    Sinal Processing

  • Redundant decompositions
  • Eduardo A. B. da Silva, Paulo Sergio Ramirez Diniz (in collaboration with Lisandro Lovisolo, Universidade do Estado do Rio de Janeiro, Brazil).
    As described above, signal decompositions in redundant dictionaries have found an increasing number of applications. An example is the matching pursuits algorithm, that we investigate both for compression of images and power systems signals. The mathematical theory underlying these decompositions is the frame theory . In this line we make a theoretical investigation of frames that generate decompositions that can be efficient for both signal compression and analysis.

  • Filter design for the computation of electric power systems parameters
  • Eduardo A. B. da Silva (in collaboration with Marco A. M. Rodrigues, CEPEL, Brazil).
    In power systems, several measurements can be made in order perform both signal analysis and fault detection. Oscilography deals with both such signal's acquisitions and analysis. In oscilography, it is extremely important that there can be good estimates of the magnitude and phase of the electrical quantities. Fourier filters are often used for that. However, their performance tends to degrade when there is small variations on the frequency of the power source. This Institute will continue to investigate the design of digital filters that can be good substitutes for Fourier filters, minimizing the frequency variation problem.

  • CIVIVA - Intelligent Coding of Video Audio and Voice. A grant of US$ 17,000.00 issued by CNPq for 2003 and 2004.
  • National Excellence Center in Signal Processing. This is a major and prestigious program recently started by the Brazilian government where at least three senior researchers can form a group to apply to form a National Excellence Center. In engineering there are only ten centers in the country and ours was considered among the top. Prof. da Silva is part of the team of 18 researches involved in the project. The grant amounted of a million US$.
  • Young Scientis Award. A grant issued by FAPERJ, an agency of the Government of the State of Rio de Janeiro, for Researches that have their Ph.D. titles for less than 7 years. Value: US$8,500.00.
  • Image and Video Compression. Project CNPq No 522381/95-2.
  • RECOPE - Aquisition, Analysis, Processing and Visualization of Digital Images. Finep. Grant: US$110,000.00.
  • CNPq Reasearch Award. Research production scholarship from CNPq since 1996. this award in form of a scholarship is given to the best qualified researchers in each field. In Electrical Engineering there are around 800 researchers filed in Brazil. From those only around 200 get scholarship.
  • Professional Performance

    Professional Experience, Positions Held and Professional Institutions.

    • Professor: February 2015 - to date, Program of Electrical Engineering, COPPE/UFRJ.
    • Professor: February 2015 - to date, Department of Electronics Engineering, Polytechnic School, UFRJ.
    • Associate Professor: March 1996 - January 2015, Program of Electrical Engineering, COPPE/UFRJ.
    • Associate Professor: March 1996 - January 2015, Department of Electronics Engineering, Polytechnic School, UFRJ.
    • Visiting Professor: January 2007, Laboratoire I3S, Université de Nice Sophia Antipolis.
    • Assistant Professor: April 1991 - February 1996, Departament of Electronics Engineering, Federal University of Rio de Janeiro.
    • Lecturer: January 1989 - March 1991, Departament of Electronics Engineering, Federal University of Rio de Janeiro.
    • Lecturer: December 1986 - December 1988, Departament of Electrical Engineering, Instituto Militar de Engenharia, Brazil.
    • Engineer: May 1986 - December 1986, IBM Brazil, Campinas, Brazil - Technical support to vendors of switched-mode power supplies.
    • Engineer: March 1985 - April 1986, EMBRATEL, Rio de Janeiro, Brazil - Software maintenance of Brazil´s wide area packet-switched network (RENPAC).
    • Engineer: August 1984 - June 1985, LZ Equipamentos, Rio de Janeiro, Brazil - Hardware development.
  • Member of the Visual Signal Processing and Communications Technical Committee of the IEEE Circuits and Systems Society, 2015 to date.
  • Associate Editor, Multidimensional Systems and Signal Processing, 2006 to date.
  • Deputy Editor in Chief of IEEE Transactions on Circuits and Systems - Part I, 2016 and 2017.
  • Guest Editor of the Special Issue on ISCAS 2015, IEEE Transactions on Circuits and Systems - Part I.
  • Guest Editor of the Special Issue on ISCAS 2011, IEEE Transactions on Circuits and Systems - Part I.
  • Associate Editor, IEEE Transactions on Circuits and Systems - Part I, 2008 and 2009.
  • Associate Editor, IEEE Transactions on Circuits and Systems - Part II, 2006 and 2007.
  • Associate Editor, IEEE Transactions on Circuits and Systems - Part I, 2002 and 2003.
  • Guest Editor of the Special Issue on Challenges, Trends and Solutions for 3-D, Multidimensional Systems and Signal Processing, Springer, 2011/2012.
  • Member of the IEEE Publication Services and Products Board Strategic Planning Committee, 2013 to 2015.
  • Member of the IEEE CASS Board of Governors, 2012 and 2013.
  • Vice President of Regional Activities and Membership, IEEE Circuits and Systems Society, 2014, 2015, 2016 and 2017.
  • Regional Director, Latin America and Canada,the IEEE Signal Processing Society, 2018 and 2019.
  • Counselor of the IEEE Student Branch from Universidade Federal do Rio de Janeiro, 2003 to 2009.
  • Member CASS Guillemin-Cauer and Darlington Awards Committee, IEEE CASS - 2010, 2011 and 2014.
  • Member of the IEEE Circuits and Systems Society Meritorious Service Award Committee, 2012, 2013, 2014 and 2015.
  • Member of the IEEE Circuits and Systems Society Chapters of the Year Awards Committee, 2012, 2013, 2014 and 2015.
  • Member of the IEEE Circuits and Systems Society Student Travel Awards Committee, 2013, 2014 and 2015.
  • Member of the IEEE Circuits and Systems Society Predoctoral Scholarship Awards Committee, 2013, 2014 and 2015.
  • Vice-President for Development and Difusion of the Brazilian Telecommunications Society (Sociedade Brasileira de Telecomunicações - SBrT), 2008 and 2009.
  • Vice-President of Technical Activities of the Brazilian Telecommunications Society (Sociedade Brasileira de Telecomunicações - SBrT), 2014 and 2015.
  • Counselor of the Brazilian Telecommunications Society (Sociedade Brasileira de Telecomunicações - SBrT), 2006 and 2007, 2010 and 2011, 2012 and 2013.
  • Technical Program Co-Chair of the 2011 IEEE International Symposium of Circuits and Systems - ISCAS'2011, together with Prof. Tor Sverre Lande.
  • Technical Program Co-Chair of the XXVI Simpósio Brasileiro de Telecomunicações - SBrT'08 (XXVI Brazilian Telecommunications Symposium - http://www.sbrt.org.br/sbrt08/), together with Prof. Sergio Lima Netto.
  • Chair of the Workshop of Thesis and Dissertations of the 2009 Brazilian Symposium on Computer Graphics and Image Processing (Sibgrapi'2009).
  • Visiting Professor at the Laboratoire I3S, Université de Nice Sophia-Antipolis, France, January 2007.
  • Head of Departament, Program of Electrical Engineering, COPPE/UFRJ, 2002.
  • Coordinator of the Master Course in Telecommunications from a collaboration between COPPE/UFRJ and the University of Amazonas, 2002-2003.
  • Coordinador of the Telecommunication Systems Postgraduate Course, offered by the Politechnic School of UFRJ, 1999, 2000 and 2003 to 2008.
  • Local Arrangements Chair, IEEE Globecom'99, Rio de Janeiro, December 1999.
  • Member of the Multimedia Systems and Applications Technical Committee of the IEEE Circuits and Systems Society, 1996 to 1999.
  • Member, Institute of Electrical and Electronics Engineers (IEEE). Member since 1996, Senior Member since 2005.
  • Member, Sociedade Brasileira de Telecomununicações (Brazilian Telecommunications Society). Member since 1997.
  • Member, Sociedade de Engenharia de Televisão (Television Engineering Society). Member since 1999.
  • Publications

    Publications

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. Diniz, P. S. R., da Silva, E. A. B., and Netto, S. L., "Digital Signal Processing: System Analysis and Design", Cambridge University Press, Cambridge, UK, Second Edition, 2010, ISBN 978-0-521-88775-5, (970 pages). Online ordering and information: Cambridge University Press in the US, or Amazon.
      Other editions: Chinese English language edition: ISBN 9787111382539, 7111382536, ASIN: B008FLUAPQ, http://www.hzbook.com, www.china-pub.com. Online ordering and information: China. Portuguese language edition: Bookman, Brazil, 2014. ISBN 9788582601235.

    2. Schulz, A., da Silva, E. A. B., Velho, L., "Compressive Sensing", Publicações Matemáticas, 27o Colóquio Brasileiro de Matemática, Instituto de Matemática Pura e Aplicada, 2009. ISBN: 978-85-244-0294-4.

    3. Lucas, L. F. R., da Silva, E. A. B., de Faria, S. M. M., Rodrigues, N. N. M., Pagliari, C. L., "Efficient Predictive Algorithms for Image Compression", Springer International Publishing, Switzerland, 2017. ISBN: 978-3-319-51179-5.

    4. Diniz, P. S. R., da Silva, E. A. B., and Netto, S. L., "Digital Signal Processing: System Analysis and Design", Cambridge University Press, Cambridge, UK, 2002, ISBN 0-521-78175-2. Online ordering and information: Cambridge University Press.
      Other editions: Chinese English language edition: ISBN 7-5053-8171-7, Publishing House of Electronics Industry (www.phei.com.cn). Chinese language edition: ISBN 7-121-00063-6, Publishing House of Electronics Industry (www.phei.com.cn). South-Asian edition: ISBN: 0-521-54083-6. Portuguese language edition: ISBN 85-363-0418-9, Bookman.

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. Pereira, F., da Silva, E. A. B., Lafruit, Gauthier, "Plenoptic imaging: Representation and processing", Academic Press Library in Signal Processing, Image and Video Processing and Analysis and Computer Vision, Rama Chellappa and Sergios Theodoridis, Editors, Volume 6, 2018, Pages 75-111. Digital Object Identifier: 10.1016/B978-0-12-811889-4.00002-6. ISBN: 9780128118894.

    2. Pagliari, C. L., da Silva, E. A. B., "Three-Dimensional Television (3DTV)", Signals and Images: Advances and Results in Speech, Estimation, Compression, Recognition, Filtering, and Processing, Rosângela Fernandes Coelho, Vitor Heloiz Nascimento, Ricardo Lopes de Queiroz, João Marcos Travassos Romano, Charles Casimiro Cavalcante (Ed.), pp. 1-19 , ISBN: 9781498722360, CRC Press, 2015.

    3. Lovisolo, L., da Silva, E. A. B., "Frames in Signal Processing", Academic Press Library in Signal Processing - Signal Processing Theory and Machine Learning, Vol. 1, Rama Chellappa and Sergios Theodoridis (Ed.), pp. 561-590, ISBN: 978-0-12-396502-8, Academic Press, 2014.

    4. Marques, C. A. G., Ribeiro, M. V., Duque, C. A., da Silva, E. A. B., "Parameters Estimation of Time Varying Harmonics", Power Quality Issues, Dr. Ahmed Zobaa (Ed.), pp. 231-248, InTech, April 2013, ISBN: 978-953-51-1068-2. Download

    5. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results", Lecture Notes in Computer Science, vol. 3893/2006, "Visual Content Processing and Representation: 9th International Workshop VLBV 2005", pp. 107-114, Sardinia, September 2005. ISBN 3-540-33578-1. Download

    6. da Silva, E. A. B. and Mendonca, G. V., "Digital Image Processing", in The Electrical Engineering Handbook, Chapter VII.4, pp. 891-910. Editor: Wai-Kai Chen, Elsevier - Academic Press, 2005, ISBN: 0-12-170960-4. Download

    7. Carvalho, M. B. and da Silva, E. A. B., "Subband Coding of Signals", in Multirate Systems: Design and Applications, Chapter 6, pp. 174-199, Editor: Gordana Jovanovic-Dolecek, Idea Group Publishing, Hershley, 2002. ISBN: 1-930708-30-0.

    8. da Silva, E. A. B. da and Diniz, P. S. R., "Time-Varying Filters", Encyclopedia of Electrical and Electronics Engineering, Editor: John G. Webster, John Wiley & Sons, New York, NY, vol. 22, 249-277, 1999. ISBN: 0-471-13946-7.

    9. da Silva, E. A. B. and Sampson, D. G., "Successive Approximation Wavelet Vector Quantisation for Image and Video Coding", in Advances in Imaging and Electron Physics, vol. 97, pp. 191-255. Academic Press, San Diego, 1996. ISBN: 0-12-014739-4, ISSN: 1076-5670.

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. da Silva, A. F., Thomaz, L. A., Pereira, J. O., Castro, A., farias, T. M., Netto, S. L., da Silva, E. A. B., Secchi, A., "A morphological approach to the automatic detection of dark fringes of birefringence images obtained in a multipass rheometer", To appear in Rhelogica Acta, 2020. ISSN: 0035-4511. Download.

    2. da Silva, R. C., Pereira, F., da Silva, E. A. B., "Towards Visualization and Searching: a Dual-Purpose Video Coding Framework:", To appear in IEEE Access, 2020. ISSN: 2169-3536.  Digital Object Identifier: 10.1109/ACCESS.2020.2966692. Download.

    3. Jardim, E., Thomaz, L., da Silva, E. A. B., Netto, S. L., "Domain-Transformable Sparse Representation for Anomaly Detection in Moving-Camera Videos", To appear in IEEE Transactions on Image Processing, pp. 1329-1343, 29:(2),  2020. Download.

    4. Henriques, F. R., Lovisolo, L., da Silva, E. A. B., "Rate-Distortion Performance and Incremental Transmission Scheme of Compressive Sensed Measurements in Wireless Sensor Networks", Sensors, Special Issue Signal and Information Processing in Wireless Sensor Networks, 19:(2), 2019. Download.

    5. Carvalho. G. H. F., Thomaz, L., da Silva, A. F., da Silva, E. A. B., Netto, S. L., "Anomaly Detection with a Moving Camera Using Multiscale Video Analysis", Multidimensional Systems and Signal Processing, 2018. Published version available in http://rdcu.be/HW4O. Download.

    6. Ellmauthaler, A., Pagliari, C. L., da Silva, E. A. B., Gois, J. N., Neves, S. R., "A Visible-Light and Infrared Video Database for Performance Evaluation of Video/Image Fusion Methods", Multidimensional Systems and Signal Processing, 2018. Published version available in http://rdcu.be/DuQk. Download.

    7. Jorge, C. A. F., Seixas, J. M., da Silva, E. A. B., Mol, A. C. A., Monteiro, J. G. T., Lira, G. R., Silva, P. H. S., "Assessment of Radiation Dose Received by Nuclear Plant Personnel through a Video-based Surveillance System", Progress in Nucler Energy, 103, pp. 51-59, 2018, Elsevier. Available online on November 20, 2017. Download.

    8. Thomaz, L., Jardim, E., da Silva, A. F., da Silva, E. A. B., Netto, S. L., Krim, H., "Anomaly Detection in Moving-Camera Video Sequences Using Principal Subspace Analysis", IEEE Transactions on Circuits and Systems-I: Regular Papers, Special Issue on ISCAS 2017, 65:(3), pp. 1003-1015, May 2018. Download.

    9. Marins, M. A., Ribeiro, F. M. L., Netto, S. L., da Silva, E. A. B., "Improved similarity-based modeling for the classification of rotating-machine failures", Journal of the Franklin Institute, Elsevier, 355 (2018), pp. 1913-1930, 2018. Download.

    10. Ribeiro, F. M. L., de Oliveira, J. F. L., Ciancio, A. G., da Silva, E. A. B., Estrada, C. R. D., Tavares, L. G. C., Gois, J. N., Said, A., Martelotte, M. C., "Quality of Experience in a Stereoscopic Multiview Environment", IEEE Transactions on Multimedia, 20(1), pp. 1-14, January 2018. Download.

    11. Nakahata, M., Thomaz, L. A., da Silva, A. F., da Silva, E. A. B., Netto, S. L., "Anomaly Detection with a Moving Camera Using Spatio-Temporal Codebooks", Multidimensional Systems and Signal Processing, 29(3), pp. 1025-1054, July 2018. Download.

    12. Araújo, G. M., Ribeiro, F. M. L., Júnior, W. S. S., da Silva, E. A. B., Goldenstein, S. K., "Weak Classifier for Density Estimation in Eye Localization and Tracking", Multidimensional Systems and Signal Processing, IEEE Transactions on Image Processing, 26(7), pp. 3410-3424, July 2017. Download.

    13. Martelotte, M. C., Souza, R. C., da Silva, E. A. B., "Design of Seasonal Adjustment Filter Robust to Variations in the Seasonal Behaviour of Time Series", Journal of Official Statistics, 33(1), pp. 155-186, March 2017. Download.

    14. Lucas, L. F. R., Rodrigues, N. M. M., da Silva, E. A. B., Pagliari, C. L., de Faria, S. M. M., "Image Coding using Generalized Predictors based on Sparsity and Geometric Transformations", IEEE Transactions on Image Processing, 33(1), 25(9), pp. 4046-4060, September 2016. Download.

    15. Lucas, L. F. R., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A. B., de Faria, S. M. M., "Recurrent Pattern Matching Based Stereo Image Coding Using Linear Predictors", Multidimensional Systems and Signal Processing, 28(4), pp. 1393-1416, 2017. Download.

    16. Lucas, L. F. R., Wegner, K., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A. B., de Faria, S. M. M., "Intra Predictive Depth Map Coding using Flexible Block Partitioning", IEEE Transactions on Image Processing, 24(11), pp. 4055-4068, November 2015. Download.

    17. Dutra, A. J. S., de Oliveira, J. F. L., Prego, T. M., Netto, S. L., da Silva, E. A. B., "High-Precision Frequency Estimation of Real Sinusoids with Reduced Computational Complexity Using a Model-Based Matched-Spectrum Approach", Digital Signal Processing, 34(2014), pp. 67-73, September 2014. Download.

    18. da Silva, E. A. B., Lovisolo, L., Dutra, A. J. S., Diniz, P. S. R., "FIR Filter Design Based on Successive Approximation of Vectors", IEEE Transactions on Signal Processing, 62(15):3833-3848, August 2014. Download.

    19. Lovisolo, L., Pereira, M. P., da Silva, E. A. B., Campos, M. L. R., "On the Design of Maximally Incoherent Sensing Matrices for Compressed Sensing and its Extension for Biorthogonal Bases Case", Digital Signal Processing, Elsevier, 27:12-22, 2014. Download.

    20. Tcheou, M. P., Lovisolo, L., Ribeiro, M. V., da Silva, E. A. B., Rodrigues, M. A. M., Romano, J. M. T., Diniz, P. S. R., "The Compression of Electric Signal Waveforms for Smart Grids: State of the Art and Future Trends", IEEE Transactions on Smart Grid, 5(1):291-302, 2014. Download.

    21. Graziosi, D. B., Rodrigues, N. M. M., da Silva, Eduardo A. B., Carvalho, M. B., de Faria, S. M. M., "Lossy and Lossless Image Encoding using Multiscale Recurrent Pattern Matching", IET Image Processing, 7(6):556-566, August 2013. Download.

    22. Ellmauthaler, A., Pagliari, C. L., da Silva, E. A. B., "Multiscale Image Fusion Using the Undecimated Wavelet Transform With Spectral Factorization and Non-Orthogonal Filter Banks", IEEE Transactions on Image Processing, 22(3), pp. 1005-1017, March 2013. Download.

    23. Pipa, D. R., Pagliari, C. L., da Silva, E. A. B., Diniz, P. S. R., "Recursive Algorithms for Bias and Gain Nonuniformity Correction in Infrared Video", IEEE Transactions on Image Processing, 21(12), pp. 4758-4769, December 2012. Download.

    24. Francisco, N. C., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., "A Generic Post-deblocking Filter for Block Based Image Compression Algorithms", Signal Processing - Image Communications, 27(9), pp. 985-997, October 2012. Download.

    25. Francisco, N. C., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., "Efficient Recurrent Pattern Matching Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, 22(8), pp. 1161-1173, August 2012. Download.

    26. Tcheou, M. P., Miranda, A. L., Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "How Far Can One Compress Digital Fault Records? Analysis of a Matching Pursuit-Based Algorithm", Digital Signal Processing: A Review Journal, Elsevier, vol. 22, pp. 288-297, 2012. Download.

    27. Marques, C. A. G., Ribeiro, M. V., Duque, C. A., Ribeiro, Paulo F., da Silva, E. A. B., "A Controlled Filtering Method for Estimating Harmonics of Off-Nominal Frequencies", IEEE Transactions on Smart Grid, 3(1), pp. 38-49, March 2012. Download.

    28. Dutra, A. J. S, Pearlman, W. A., da Silva, E. A. B., "Successive Approximation Wavelet Coding of AVIRIS Hyperspectral Images", IEEE Journal of Selected Topics in Signal Processing, 5(3), pp. 370-385, June 2011. Download.

    29. Marques, C. A. G., Ribeiro, M. V., da Silva, E. A. B., "Enhanced Demodulation-Based Technique for Estimating the Parameters of Fundamental Component in Power Systems", IET Generation, Transmission & Distribution, 5(9), pp. 979-988, Septermber 2011. Download.

    30. Ciancio, A. G., da Costa, A. L. N. T., da Silva, E. A. B., Said, A., Samadani, R., Obrador, P., "No-Reference Blur Assessment of Digital Pictures Based On Multi-Feature Classifiers", IEEE Transactions on Image Processing, 20(1), pp. 64-75, January 2011. Download.

    31. Lovisolo, L., da Silva, E. A. B., Diniz, P. S. R., "On the Statistics of Matching Pursuit Angles", Signal Processing, (90)12, pp. 3164-3184, December 2010. Download.

    32. Francisco, N. C., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Scanned Compound Document Encoding Using Multiscale Recurrent Patterns", IEEE Transactions on Image Processing, 19(10), pp. 2712-2724, October 2010. Download.

    33. Graziosi, D. B., Rodrigues, N. M. M., Pagliari, C. L., de Faria, S. M. M., da Silva, E. A. B., Carvalho, M. B., "Compressing Depth Maps using Multiscale Recurrent Pattern Image Coding", Electronics Letters, 46(5), pp. 340-341, March 2010. Download.

    34. Ciancio, A. G., da Costa, A. L. N. T., da Silva, E. A. B., Said, A., Samadani, R., Obrador, P., "Objective No-Reference Image Blur Metric based on Local Phase Coherence", Electronics Letters, 45(23), pp. 1162-1163, November 2009. Download.

    35. Filho, E. B. L, Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "On ECG Signal Compression with One-dimensional Multiscale Recurrent Patterns Allied to Pre-Processing Techniques", IEEE Transactions on Biomedical Engineering, 56(3), pp. 896-900, March 2009. Download.

    36. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "On Dictionary Adaptation For Recurrent Pattern Image Coding", IEEE Transactions on Image Processing, 17(9):1640-1653, September 2008. Download.

    37. Filho, E. B. L., da Silva, E. A. B., Carvalho, M. B., Pinagé, F. S., "Universal Image Compression using Multiscale Recurrent Patterns with Adaptive Probability Model", IEEE Transactions on Image Processing, 17(4): 512-527, April 2008. Download.

    38. Filho, E. B. L., da Silva, E. A. B., Carvalho, M. B., "On EMG Signal Compression with Recurrent Patterns", IEEE Transactions on Biomedical Engineering, 55(7): 1920-1923, July 2008. Download.

    39. Filho, E. B. L., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., da Silva, Vitor M. M., Carvalho, M. B., "ECG Signal Compression Based on DC Equalization and Complexity Sorting", IEEE Transactions on Biomedical Engineering, 55(7): 1923-1926, July 2008. Download.

    40. Tcheou, M. P., Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "Modeling of Electric Disturbance Signals using Damped Sinusoids Via Atomic Decompositions and Its Applications", EURASIP Journal on Advances in Signal Processing, Volume 2007, Article ID 29507, 5 pages, 2007, doi:10.1155/2007/29507. Download.

    41. Tcheou, M. P., Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "Optimum Rate Distortion Dictionary Selection for Compression of Atomic Decompositions of Electric Disturbance Signals", IEEE Signal Processing Letters, 14(2):81-84, February 2007. Download.

    42. Filho. E. B. L., da Silva, E. A. B., Carvalho, M. B., Júnior, W. S. S., Koiller, J., "Electrocardiographic Signal Compression using Multiscale Recurrent Patterns", IEEE Transactions on Circuits and Systems I, 52(12):2739-2753, December 2005. Download.

    43. Duarte, M. H. V., Carvalho, M. B., da Silva, E. A. B., Pagliari, C. L., Mendonça, G. V., "Multiscale Recurrent Patterns Applied to Stereo Image Coding", IEEE Transactions on Circuits and Systems for Video Technology, 15(11):1434-1447, November 2005. Download.

    44. Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "Efficient Coherent Adaptive Representations of Electric Power Systems Signals Using Damped Sinusoids", IEEE Transactions on Signal Processing, 53(10):3831-3846, October 2005. Download.

    45. Feio, L. C. R. L. and da Silva, E. A. B., "Comparative Analysis of Bitplane-Based Wavelet Image Coders", IEE Proceedings - Vision, Image and Signal Processing, 151(2):109-118, April 2004. Download.

    46. Mendonça, A. P. e da Silva, E. A. B., "Multiple Template Detection Using Impulse Restoration and Discriminative Filters", Electronics Letters, 39(16):1172-1174, August 2003. Download.

    47. Neves, S. R., da Silva, E. A. B. and Mendonça, ,G. V., "Wavelet-Watershed Automatic Infrared Image Segmentation Method", Electronics Letters, 39(12):903-904, June 2003. Download.

    48. Caetano, R., da Silva, E. A. B., "A Bit Allocation Scheme for a Class of Embedded Wavelet Video Encoders", Journal of Visual Communication and Image Presentation, Academic Press, 14(2003):136-149, 2003. Download.

    49. Craizer, M. Fonini Jr., D. A. F., da Silva, E. A. B., "Alpha-Expansions: A Class of Frame Decompositions", Applied and Computacional Harmonic Analysis, Academic Press, 13(2):103-115, January 2003. Download.

    50. da Silva, ,E. A. B., Fonini Jr., D. A. F., Craizer, M., "Succesive Approximation Quantization for Image Compression", IEEE Circuits and Systems Magazine, 2(3):20-45, Third Quarter 2002. Download.

    51. Mendonça, A. P. and da Silva, E. A. B., "Closed-Form Solutions for Discriminative Filtering Using Impulsive Restoration Techniques", Electronics Letters, 38(22):1332-1333, October 2002. Download.

    52. Cunha, A. L. A., Finamore, W. A., da Silva, E. A. B., "Source/channel Coding of Still Images using Lapped Transforms and Block Classification", Electronics Letters, 38(19):1087-1088, 2002. Download.

    53. Caetano, R., da Silva, E. A. B., Ciancio, A. G., "Video Coding using Greedy Decompositions on Generalised Bit-planes", Electronics Letters, 38(11):507-508, May 2002. Download.

    54. Carvalho, M. B., da Silva, E. A. B. and Finamore, W. A., "Multidimensional Signal Compression using Multiscale Recurrent Patterns", Signal Processing, Special Edition in Image Coding Beyond Standards, Elsevier, 82(11):1559-1580, November 2002. Download.

    55. Rodrigues, M. A. M., da Silva, E. A. B., and Diniz, P. S. R., "Design of High Performance Wavelets for Image Coding using a Perceptual Time Domain Criterion", Circuits, Systems and Signal Processing, Birkhäuser, 21(3):225-242, May/June 2001. Download.

    56. Lovisolo, L., e da Silva, E. A. B., "Uniform Distribution of Points on an Hyper-sphere with Applications to Vector Bit-plane Encoding", IEE Proceedings - Vision, Image and Signal Processing, 3(148):187-193, July 2001. Download.

    57. Mendonça, A. P. e da Silva, E. A. B., "Segmentation approach using local image statistics", Electronics Letters, 36(14):1199-1201, July 2000. Download.

    58. Lovisolo, L. e da Silva, E. A. B., "Codebooks for vector bit-plane encoding", Electronics Letters, 36(12), 1038:1039, June 2000. Download.

    59. Cardoso Jr., E. S. e da Silva, E. A. B., "Design of non-linear multi-resolution decompositions using morphological operations", Electronics Letters, 36(9):843:845, April 2000. Download.

    60. Caetano, R. e da Silva, E. A. B., "Rate control strategy for embedded wavelet video coders", Electronics Letters, 35(21):1815-1817, October 1999. Download.

    61. Craizer, M., da Silva, E. A. B e Ramos, E. G., "Convergent algorithms for successive approximation vector quantization with applications to wavelet image compression", IEE Proceedings - Vision, Image and Signal Processing, 146(3):159-164, June 1999. Download.

    62. Rodrigues, M. A. M., da Silva, E. A. B e Diniz, P. S. R., "Design of wavelets with optimum correction of ringing effect", Electronics Letters, 34(5):447-448, March 1998. Download.

    63. Craizer, M., da Silva, E. A. B e Ramos, E. G., "Results on successive approximation vector quantization", Electronics Letters, 34(1):59-60, January 1998. Download.

    64. Rodrigues, M. A. M., da Silva, E. A. B e Diniz, P. S. R., "Design of wavelets for image compression satisfying perceptual criteria", Electronics Letters, 33(1):40-41, January 1997. Download.

    65. da Silva, E. A. B., Sampson, D. G., e Ghanbari, M., "Super high definition image coding using wavelet vector quantization", IEEE Transactions on Circuits and Systems for Video Technology, 6(4):399-406, August 1996. Download.

    66. da Silva, E. A. B. e Ghanbari, M., "On the performance of linear phase wavelet transforms in low bit rate image coding", IEEE Transactions on Image Processing, 5(5):689-704, May 1996. Download.

    67. da Silva, E. A. B., Sampson, D. G., e Ghanbari, M., "A successive approximation vector quantizer for wavelet transform image coding", IEEE Transactions on Image Processing, Special Issue on Vector Quantization, 5(2): 299-310, February 1996. Download.

    68. Sampson, D. G., da Silva, E. A. B., e Ghanbari, M., "Low bit-rate video coding using wavelet vector quantization", IEE ProceedingsPart-I: Vision, Image and Signal Processing, 142(3):141-148, June 1995. Download.

    69. Sampson, D. G., da Silva, E. A. B., e Ghanbari, M., "Wavelet vector quantisation scheme for image sequence coding at 64kbit/s", Electronics Letters, 31(2):92-93, January 1995. Download.

    70. Sampson, D. G., da Silva, E. A. B., e Ghanbari, M., "Wavelet transform image coding using lattice vector quantization", Electronics Letters, 30(18):1477-1478, September 1994. Download.

    71. da Silva, E. A. B. e Ghanbari, M., "A hybrid subband-DCT codec for transmission of high resolution still pictures at 64kbit/s", Journal of Visual Communication and Image Presentation, 6(2): 164-177, June, 1995. Download.

    72. da Silva, E. A. B. e Ghanbari, M., "A DCT-based aliasing cancellation method in sub-band coding", IEEE Transactions on Circuits and Systems for Video Technology, 3(5):384-387, October, 1993. Download.

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. Marques, C. A. G., Ribeiro, M. V., Gomes, P. H. C., da Silva, E. A. B., "Técnica de Estimação de Harmônicos para Implementação em DSP de Baixo Custo", Revista Controle & Automação, 20(4):573-588, 2009. Download.

    2. da Silva, E. A. B. e Lovisolo, L., "Aplicações e Tendências da IPTV", Revista T & C Amazonia, (V)12:60-70, October 2007. Download.

    3. Neves, S. R., da Silva, E. A. B. e Mendonça, G. V., "Método Automático de Segmentação de Alvos em Infravermelho utilizando Wavelets e Watersheds", Revista Pesquisa Naval, (17):51-58, November 2004.

    4. Carvalho, M. B., da Silva, ,E. A. B. and Finamore, W. A., "Quantização Vetorial Adaptativa Multiescalas com Otimização Taxa-Distorção", Revista da Sociedade Brasileira de Telecomunicações, 17(1):57-70, June 2002.

    5. Carvalho, M. B., da Silva, E. A. B.e Finamore, W. A., "Universal Multiscale Matching Pursuits", Revista da Sociedade Brasileira de Telecomunicações, 15(1):25-33, June, 2000.

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. Perra, C., Astola, P., da Silva, E. A. B., Khanmohammad, H., Pagliari, C., Schelkens, P., Tabus, I, "Performance analysis of JPEG Pleno light field coding", Proc. SPIE 11137, Applications of Digital Image Processing XLII, 111371H, September 2019. Download.

    2. Schelkens, P., Astola, P., da Silva, E. A. B., Pagliari, C., Perra, C., Tabus, I., Watanabe, O., "JPEG Pleno light field coding technologies", Proc. SPIE 11137, Applications of Digital Image Processing XLII, 111371H, September 2019. Download.

    3. Afonso, B. M., Cinelli, L. P., Thomaz, L. A., da Silva, A. F., da Silva, E. A. B., Netto, S. L., "Moving-camera Video Surveillance in Cluttered Environments Using Deep Features", 2018 IEEE International Conference on Image Processing, pp. 2296-2300, Athens, October 2018. Download.

    4. Carvalho, M. B., Pereira, Marcio P., Pagliari, C. L., Pereira, F., Alves, G. O., Testoni, V., da Silva, E. A. B., "A 4D DTC-Based Lenslet LIght Field Codec", 2018 IEEE International Conference on Image Processing, pp. 435-439, Athens, October 2018. Download.

    5. Alves, G. O., Pereira, Marcio P., Carvalho, M. B., Pereira, F., Pagliari, C. L., Testoni, V., da Silva, E. A. B., "A Study on the 4D Sparsity of JPEG Pleno Light Fields Using The Discrete Cosine Transform", 2018 IEEE International Conference on Image Processing, pp. 1148-1152, Athens, October 2018. Download.

    6. Martins, D. H. C., Hemerly, D. O., Marins, M., Lima, A. A, Prego, T. M., Ribeiro, F. M. L., Netto, S. L., da Silva, E. A. B., "Application of machine learning to evaluate unbalance severity in rotating machines", International Federation for The Promotion of Mechanism and Machine Science, Rotordynamics, Rio de Janeiro, Brazil, September 2018. Download.

    7. Passos, W. L., Araújo, G. M., Lima, A. A., Ribeiro, F. M. L., da Silva, E. A. B., "Eye Detection Using Ensemble of Weak Classifiers Based on Correlation Filter", International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, July 2018. Download.

    8. Gois, J. N., da Silva, Eduardo A. B., Pagliari, C. L., Perez, M. M., "Fusion of Infrared and Visible-Light Videos Using Motion-Compensated Temporal Sub-Band Decompositions", IEEE Winter Conference on Applications on Computer Vision 2018, South Lake Tahoe, 2018. Download.

    9. da Silva, A. F., Thomaz, L. A., Netto, S. L., , da Silva, E. A. B., "Online Video-based Sequence Synchronization for Moving Camera Object Detection", MMSP 2017 - IEEE 19th International Workshop on Multimedia Signal Processing, Luton, October 2017. Download.

    10. Pereira, M. P., Alves, G. O., Pagliari, C. L., Carvalho, M. B., da Silva, E. A. B., Pereira, F., "Geometric Space-View Redundancy Descriptor for Light Fields: Predicting the Compression Potential of the JPEG Pleno Light Field Datasets", MMSP 2017 - IEEE 19th International Workshop on Multimedia Signal Processing, Luton, October 2017. Download.

    11. Thomaz, L. A., da Silva, A. F., da Silva, E. A. B., Netto, S. L., Krim, H., "Detection of Abandoned Objects Using Robust Subspace Recovery with Intrinsic Video Alignment", 2017 International Symposium on Circuits and Systems, pp. 599--602, Baltimore, May 2017. Download.

    12. Thomaz, L. A., da Silva, A. F., da Silva, E. A. B., Netto, S. L., da Silva, Castro, A., Pereira, J., Secchi, A., "A Morphological Approach to The Automatic Detection of Dark Fringes Applied to Birefringence Images", 2016 IEEE International Conference on Image Processing, Phoenix, September 2016. Also presented in the ICIP 2016 Visual Techonology Showcase. Download.

    13. Monteiro, R., Lucas, L. F. R., Conti, C., Nunes, P., Rodrigues, N. M. M., de Faria, S. M., M., Pagliari, C. L., da Silva, E. A . B., Soares, L., "Light Field HEVC-Based Image Coding Using Locally Linear Embedding and Self-Similarity Compensated Prediction", Grand Challenge in the 2016 IEEE International Conference on Multimedia and Expo (ICME), Seattle, USA, July 2016. Download.

    14. Alves, G. O., Pereira. F., da Silva, E. A. B., "Light Field Imaging Coding: Performance Assessment Methodology and Standards Benchmarking", Hot 3-D Worshop in the 2016 IEEE International Conference on Multimedia and Expo (ICME), Seattle, USA, July 2016. Download.

    15. Pereira. F., da Silva, E. A. B., "Efficient Plenoptic Imaging Representation: Why Do We Need it?", 2016 IEEE International Conference on Multimedia and Expo (ICME), Seattle, USA, July 2016. Download.

    16. Prego, T., Lima, A. A., Netto, S. L., da Silva, E. A. B., "Audio anomaly detection on rotating machinery using image signal processing", 2016 Latin American Symposium on Circuits and Systems - LASCAS 2016, Florianópolis, Brazil, March 2016. Download.

    17. Pestana-Viana, D., Zambrano-López, R., de Lima, A. A., Prego, T. de M., Netto, S. L., and da Silva, E. A. B., "The Influence of Feature Vector on the Classification of Mechanical Faults Using Neural Networks", Proc. IEEE Latin-American Symposium on Circuits and Systems, Florianopolis, Brazil, pp. 1-4, Feb. 2016. Download.

    18. da Silva, R. C., da Silva, E. A. B., Pereira, F., "Feature-based Video Coding: Designing an RD Efficient and Search Friendly Framework", Picture Coding Symposium, Nuremberg, Germany, December 2016. Download.

    19. Santos, I. H. F., Machado, M. M., Russo, E. E., Manguinho, D. M., Almeida, V. T., Wo, R. C., Bahia, M., Constantino, D. J. S., Salomone, D., Pesce, M. L., Souza, C., Oliveira, A. C., Lima, A., Gois, J., Tavares, L. G., Prego, T., Netto, S., Silva, E., "Big Data Analytics for Predictive Maintenance Modeling: Challenges and Opportunities", Proc. Offshore Technology Conference, Rio de Janeiro, Brazil, 2015.

    20. Miguel, M. A., Pagliari, C. L., da Silva, E. A . B., Perez, M., "An Objective 3D Quality Assessment Model to Adjust Stereo Camera Baseline", 2015 IEEE International Conference on Image Processing, Quebec, September 2015. Download.

    21. Lucas, L. F. R., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A . B., de Faria, S. M., M., "Sparse Least Squares Prediction for Intra Image Coding", 2015 IEEE International Conference on Image Processing, Quebec, September 2015. Download.

    22. Thomaz, L. A., da Silva, A. F., da Silva, E. A . B., Netto, S. L., Bian, X., Krim, H., "Abandoned Object Detection using Operator-Space Pursuit", 2015 IEEE International Conference on Image Processing, Quebec, September 2015. Download.

    23. Jardim, E., Bian, X., da Silva, E. A. B., Netto, S. L., Krim, H., "On the detection of abandoned objects with a moving camera using robust subspace recovery and sparse representation", 2015 IEEE International Conference on Accoustics, Speech and Signal Processing, Brisbane, April 2015. Download.

    24. Lucas, L. F. R., Wegner, K., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., "Intra depth-map coding using flexible segmentation, constrained depth modeling modes and simplified/pruned directional prediction", ISO/IEC JTC 1/SC 29/WG 11, Sapporo, Japan, 7-11 July 2014. Download.

    25. Ferreira, J. C., Le Meur, O., Guillemot. C., da Silva, E. A. B., Carrijo, G., "Single Image Super-Resolution Using Sparse Representations with Structure Constraints", 2014 IEEE International Conference on Image Processing, Paris, September 2014. Download.

    26. Araújo, G. M., Ribeiro, F. M. L., da Silva, E. A. B., "Fast Eye Localization without a Face Model Using Inner Product Detectors", 2014 IEEE International Conference on Image Processing, Paris, September 2014. Download.

    27. Marcelino, S., Correia, P., Assunção, P. A., Faria, M. M., Soares, S., Pagliari, C. L., da Silva, E. A. B., "Enhancement Method for Multiple Description Decoding of Depth Maps Subject for Random Loss", 3DTV-Con 2014, July 2014. ISBN: 978-1-4799-4758-4. Download.

    28. da Silva, A. F., Thomaz, L. A., Carvalho, G. H. F., Nakahata, M. T., Jardim, E., de Oliveira, J. F. L., da Silva, E. A. B., Netto, S. L., Freitas, G., Costa, R. R., "An Annotated Video Database for Abandoned-Object Detection in a Cluttered Environment", 2014 International Telecommunications Symposium - ITS2014, São Paulo, August 2014. Download.

    29. Alves, G. O., da Silva, E. A. B., "Enhanced Motion Cues for Automatic Depth Extraction for 2D-to-3D Video Conversion", 2014 International Telecommunications Symposium - ITS2014, São Paulo, August 2014. Download.

    30. de Oliveira, A. V. C., Rodrigues, N. M. M., de Faria, S. M. M., da Silva, E. A. B., Pagliari. C. L., "Image Coding Using Variable-Size Transforms and a Full Binary Tree Recursive Optimization", 2014 International Telecommunications Symposium - ITS2014, São Paulo, August 2014. Download.

    31. Ribeiro, F. M. L., Oliveira, J. F. L., Ciancio, A. G., da Silva, E. A. B., Tavares, L. G. C., Gois, J. N., Estrada, C. D., Said, A., Lee, B., "Impact of Angular View Density on The User Experience in A Multiview Interactive 3D Environment", Eight International Workshop on Video Processing and Quality Metrics for Consumer Electronics - VPQM 2014, Chandler, Arizona, January 2014. Download.

    32. Ellmauthaler, A., da Silva, E. A. B., Pagliari, C. L., Gois, J. N., Neves, S. R., "A Novel Interactive Calibration Approach for Thermal Infrared Cameras", 2013 IEEE International Conference on Image Processing, Melbourne, September 2013. Download.

    33. Lucas, L. F. R., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A. B., de Faria, S. M. M., "Predictive Depth Map Coding for Efficient View Synthesis", 2013 IEEE International Conference on Image Processing, Melbourne, September 2013. Download.

    34. Fransisco, N. C., Rodrigues, N. M. M., da Silva, E. A. B., de Carvalho, M. B., de Faria, S. M. M., "Video Compression Using 3D Multiscale Recurrent Patterns", 2013 IEEE International Symposium on Circuits and Systems - ISCAS 2013, pp. 1412-1415, Beijing, May 2013. Download.

    35. Ciancio, A. G., Oliveira, J. F. L., Ribeiro, F. M. L., da Silva, E. A. B., Said, A., "Quality Perception in 3D Interactive Environments", 2013 IEEE International Symposium on Circuits and Systems - ISCAS 2013, Beijing, pp. 9-12, May 2013. Download.

    36. Lima, A. A., Prego, T., Netto, S. L., da Silva, E. A. B., Gutierrez, R., Monteiro, U. A., Troyman, A. C. R., Silveira, F. J. da C., Vaz, L., "On Fault Classification in Rotating Machines using Fourier Domain Features and Neural Networks", 2013 Latin American Symposium on Circuits and Systems - LASCAS 2013, Cusco, February 2013. Download.

    37. Ellmauthaler, A., da Silva, E. A. B., Pagliari, C. L., Neves, S. R., "Infrared-Visible Image Fusion Using The Undecimated Wavelet Transform with Spectral Factorization and Target Extraction", 2012 IEEE International Conference on Image Processing, pp. 2661-2664, Miami, September 2012. Download.

    38. Araújo, G. M., , da Silva, E. A. B., Ciancio, A. G., de Oliveira. J. F. L., Ribeiro, F. M. L., Said, A., "Integration of Eye Detection and Tracking in Videoconference Sequences Using Temporal Consistency and Geometrical Constraints", 2012 IEEE International Conference on Image Processing, pp. 421-424, Miami, September 2012. Download.

    39. Lucas, L. F. R., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A. B., de Faria, S. M. M., "Efficient Depth Map Coding Using Linear Residue Approximation and a Flexible Prediction Framework", 2012 IEEE International Conference on Image Processing, pp. 1305--1308, Miami, September 2012. Download.

    40. Ciancio, A. G., de Oliveira, J. F. L., Estrada, C. R. D., da Silva, E. A. B., Said, A., "Impact of Encoding Configurations on the Perceived Quality of High Definition Videoconference Sequences", 2012 IEEE International Symposium on Circuits and Systems, Seoul, May 2012. Download.

    41. Francisco, N. C., Zaghetto, A., Macchiavello, B., da Silva, E. A. B., Lima-Marques, M., Rodrigues, N. M. M., de Faria, Sérgio M. M., "Compression of Touchless Multiview Fingerprints", 2011 IEEE Workshop on Biometric Measure Systems for Security Systems and Medical Applications, Milan, September 2011. Download.

    42. Lucas, L., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., "Adaptive Least Squares Prediction for Stereo Image Coding", 2011 IEEE International Conference on Image Processing, Brussels, September 2011. Download.

    43. Dutra, A. J. S., Lovisolo, L., da Silva, E. A. B., Diniz, P. S. R., "Successive Approximation FIR Filter Design", 2011 IEEE International Symposium on Circuits and Systems, pp. 149-152, Rio de Janeiro, May 2011. Download.

    44. Francisco, N., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., "Computational Complexity Reduction Methods for Multiscale Recurrent Pattern Algorithms", Eurocon2011, Lisbon, April 2011. Download.

    45. Lucas, L. F. R., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., "Stereo Image Coding using Dynamic Template-Matching Prediction", Eurocon2011, Lisbon, April 2011. Download.

    46. Graziosi, D. B., Rodrigues, N. M. M., Pagliari, C., da Silva, E. A. B., de Faria, S. M. M., Perez, M. M., Carvalho, M. B., "Multiscale Recurrrent Pattern Matching Approach for Depth Map Coding", 2010 Picture Coding Symposium, Nagoya, December 2010. Download.

    47. Niedermaier, J, Silva, R. S., da Silva, E. A. B., "Fast Exhaustive Dictionary Search using CUDA - A Requirements-based Approach", 010 Many-Core and Reconfigurable Supercomputing Conference - MRSC 2010, Roma, March 2010.

    48. da Silva Jr., W. S. S, Araújo, G. M., da Silva, E. A. B., Goldenstein, S. K., "Facial Fiducial Points Detection Using Discriminative Filtering on Principal Components", 2010 IEEE International Conference on Image Processing, Hong Kong, September 2010. Download.

    49. Lucas, L., Rodrigues, N. M. M., de Faria, S. M. M., da Silva, E. A. B., Carvalho, M. B., da Silva, V. M. M., "Intra-prediction for color image coding using YUV correlation", 2010 IEEE International Conference on Image Processing, Hong Kong, September 2010. Download.

    50. Vasconcelos, L. G., Netto, S. L., da Silva, E. A. B., "Detection of Panoramic Takes in Soccer Videos Using Phase Correlation and Boosting", 2010 International Telecommunications Symposium, Manaus, September 2010. Download.

    51. da Silva Jr., W. S. S, Araújo, G. M., da Silva, E. A. B., Goldenstein, S. K., "Facial Landmarks Detection Based on Correlation Filters", 2010 International Telecommunications Symposium, Manaus, September 2010. Download.

    52. Pinagé, F. S., da Silva, E. A. B., Netto, S. L., "Prediction-Based Coding of Speech Signals Using Multiscale Recurrent Patterns", 2010 International Telecommunications Symposium, Manaus, September 2010. Download.

    53. Pinagé, F. S., Feio, L. C. L. R., da Silva, E. A. B., Netto, S. L., "Waveform Speech Coding Using Multiscale Recurrent Patterns", 2010 IEEE International Symposium on Circuits and Systems, Paris, France, pp. 3072--3075, May 2010. Download.

    54. Pipa, D. R., Pagliari, C., da Silva, E. A. B., "Joint Bias and Gain Nonuniformity Correction of Infrared Videos Using Tensorial-RLS Technique", 2009 IEEE International Conference on Image Processing, pp. 3897-3900, Cairo, November 2009. Download.

    55. Schulz, A., da Silva, E. A. B., Velho, L., "On The Empirical Rate-Distortion Performance of Compressive Sensing", 2009 IEEE International Conference on Image Processing, pp. 3049-3052, Cairo, November 2009. Download.

    56. Graziosi, D. B., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., Carvalho, M. B., "Improving Multiscale Recurrent Pattern Image Coding with Least-Squares Prediction Mode", 2009 IEEE International Conference on Image Processing, pp. 2813-2816, Cairo, November 2009. Download.

    57. de Oliveira, J. F. L., da Silva, E. A. B., Cardoso, M. A. P., Hollanda, A. G., "A Face-based Authentication System Using Correlation Filters on Videos", IEEE 2009 International Workshop on Multimedia Signal Processing - MMSP'09, Rio de Janeiro, Brazil, October 2009. Download.

    58. Francisco, N. C., Sardo, R. N. R., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., Reis, M., "A Compound Image Encoder Based on The Multiscale Recurrent Pattern Algorithm", SIGMAP 2008 - International Conference on Signal Processing and Multimedia Applications, pp. 162-167, Porto, July 2008. Download.

    59. Frauche, A., Carvalho, M. B., da Silva, E. A. B., "3D Weather Radar Image Compression using Multiscale Recurrent Patterns", 2008 IEEE International Conference on Image Processing, pp. 1049-1052, San Diego, October 2008. Download.

    60. Francisco, N. C., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., Reis, M., "Multiscale Recurrent Pattern Image Coding With a Flexible Partition Scheme", 2008 IEEE International Conference on Image Processing, pp. 1049-1052, San Diego, October 2008. Download.

    61. Dutra, A. J. S, Pearlman, W. A., da Silva, E. A. B., "Hyperspectral Image Coding with LVQ-SPECK", 2008 IEEE International Symposium on Circuits and Systems - ISCAS 2008, pp. 3454-3457, Seattle, May 2008. Download.

    62. Dutra, A. J. S, Pearlman, W. A., da Silva, E. A. B., "Compression of Hyperspectral Images with LVQ-SPECK", Data Compression Conference, pp. 93-102, Snowbird, Utah, March 2008. Download.

    63. Filho, E. B. L., Abecassis, U., Júnior, W. S. S., da Silva, E. A. B., Carvalho, M. B., "Multiscale Recurrent Patterns and Generalised Side-Match Applied to Image Compression", Picture Coding Symposium 2007, Lisboa, Portugal, September 2007. Download.

    64. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "On Overriding H.264/AVC B-Slice Predicted Residue Coding", Picture Coding Symposium 2007, Lisboa, Portugal, September 2007. Download.

    65. Tavares, P. L, Diniz, P. S. R., da Silva, E. A. B, "Seismic wavelets and earth's impulse response amplitude and phase recovery using second order statistics or deterministic methods", 77th Annual Meeting of the Society of Exploration Geophysicists, San Antonio, September 2007. Download.

    66. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Improving H.264/AVC Inter Compression with Multiscale Recurrent Patterns", 2006 IEEE International Conference on Image Processing, pp. 1353-1356, Atlanta, October 2006. Download.

    67. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Basis Optimisation for Multiscale Recurrent Pattern Coding", Proc. MTPT06 - 3rd International Workshop on Mathematical Techniques and Problems in Telecommunications, Leiria, Portugal, September 2006. Download.

    68. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Improving Multiscale Recurrent Pattern Image Coding with Enhanced Dictionary Updating Strategies", 2006 International Telecommunications Symposium, pp. 634-639, Fortaleza, September 2006. Download.

    69. Lovisolo, L., da Silva, E. A. B., Diniz, P. S. R., "An Efficient Lloyd-Max Quantizer for Matching Pursuit Decompositions", 2006 International Telecommunications Symposium,, pp. 907-912, Fortaleza, September 2006. Download.

    70. Tcheou, M. P., Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "Compression of Atomic Decompositions using R-D Optimum Dictionary Selection", 2006 International Telecommunications Symposium,, pp. 919-924, Fortaleza, September 2006. Download.

    71. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "An Efficient H.264-based Video Encoder using Multiscale Recurrent Patterns", SPIE Optics and Photonics, Session 6312, Applications of Digital Image Processing XXIX, paper 37, San Diego, August 2006. Download.

    72. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Improving Multiscale Recurrent Pattern Image Coding with Deblocking Filtering", International Conference on Signal Processing and Multimedia Applications, Setúbal, pp. 118-125, Setúbal, August 2006. Download.

    73. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., Pinagé, F. S., "Efficient Dictionary Design for Multiscale Recurrent Pattern Image Coding", 2006 IEEE International Symposium on Circuits and Systems, pp. 4939-4942, Kos, Greece, May 2006. Download.

    74. Filho, E. B. L., da Silva, E. A. B., Júnior, W. S. S., Carvalho, M. B., "ECG Compression using Multiscale Recurrent Patterns with Period Normalization", 2006 IEEE International Symposium on Circuits and Systems, pp. 1607-1610, Kos, Greece, May 2006. Download.

    75. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "Universal Image Coding Using Multiscale Recurrent Patterns and Prediction", 2005 IEEE International Conference on Image Processing, Genoa, September 2005. Download.

    76. Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., "H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results", International Workshop VLBV 2005, Sardinia, September 2005. Download.

    77. Lovisolo, L., Pinho, M., da Silva, E. A. B., and Diniz, P. S. R., "On the Time-Frequency Content of Weyl-Heisenberg Frames Generated From Odd and Even Functions", 2005 IEEE International Symposium on Circuits and Systems, pp. 2309-2312, Kobe, Japan, May 2005. Download.

    78. Mendonça, A. P., da Silva, E. A. B., "Reduced Cross-Discrimination for Discriminative Filters", 2004 IEEE International Conference on Image Processing, pp. 2115-2118, Singapore, October 2004. Download.

    79. Fonteles, L. H., Caetano, R., da Silva, E. A. B., "Improved Dictionaries for Generalized Bitplanes-based Matching Pursuits Video Coding using Ridgelets", 2004 IEEE International Conference on Image Processing, pp. 1129-1132, Singapore, October 2004. Download.

    80. Filho, E. B. L., Carvalho, M. B., da Silva, E. A. B., "Multidimensional Signal Compression using Multi-scale Recurrent Patterns with a Smooth Side-Match Criterion", 2004 IEEE International Conference on Image Processing, pp. 3201-3204, Singapore, October 2004. Download.

    81. Barreto, C. S., Mendonça, G. V. and da Silva, E. A. B., "Image Coding at Very Low Bit Rates with Regular Triangular Mesh", 2002 International Telecommunications Symposium, Natal, Brasil, September 2002. Download.

    82. Mendonça, A. P. and da Silva, E. A. B., "Discriminative Filtering as an Impulsive Restoration Problem", 2002 International Telecommunications Symposium, Natal, Brasil, September 2002. Download.

    83. Caetano, R., da Silva, E. A. B. and Ciancio, A. G., "A Video Encoder Based on Generalized Bit-Planes", 2002 International Telecommunications Symposium, Natal, Brasil, September 2002. Download.

    84. Duarte, M. H. V., Carvalho, M. B., da Silva, E. A. B., Pagliari, C. L. and Mendonça, G. V., "A New Method to Compress Stereo Images Using Multiescale Recurrent Patterns, Without the Use of the Disparity Map", 2002 International Telecommunications Symposium, Natal, Brasil, September 2002. Download.

    85. Cunha, A. L. A., Finamore, W. A., da Silva, E. A. B., "Joint Source/Channel Coding of Multispectral Imagery", 2002 International Telecommunications Symposium, Natal, Brasil, September 2002. Download.

    86. Caetano, R., da Silva, E. A. B., Ciancio, A. G., "Matching Pursuits Video Coding Using Generalized bit-planes", 2002 IEEE International Conference on Image Processing, Rochester, New York, pp. III677-680, September 2002. Download.

    87. Cunha, A. L. A., Finamore, W. A., da Silva, E. A. B., "Robust Still Image Coding Using Lapped Transforms with Block Classification", 2002 IEEE International Conference on Image Processing, Rochester, New York, pp. I249-252, September 2002. Download.

    88. Duarte, M. H. V., Carvalho, M. B., da Silva, E. A. B., Pagliari, C. and Mendonça, G. V., "Stereo Image Coding Using multiescale Recirrent Patterns", 2002 IEEE International Conference on Image Processing, Rochester, New York, pp. II661-664, September 2002. Download.

    89. Cunha, A. L. A., Finamore, W. A., da Silva, E. A. B., "Robust Remote Sensing Still Image Coding with Low Memory Requirement", International Symposium on Geosciences and Remote Sensing, Vol. 6, pp. 3305-3307, Toronto, Canada, July, 2002. Download.

    90. Rodrigues, M. A. M., Lovisolo, L., da Silva. E. A. B., Diniz, P. S. R., "Power System Phenomena Analysis Using Time-Frequency Decompositions", VIII Symposium of Specialists in Electric Operational and Expansion Planning - SEPOPE, Paper IP-067, Brasilia, Brasil, May 2002. Download.

    91. Lovisolo, L., da Silva, E. A. B., Rodrigues, M. A. M., Diniz, P. S. R., "Coherent Decompositions of Power Systems Signals Using Damped Sinusoids with Applications to Denoising", 2002 International Symposium on Circuits and systems, Vol V, pp.V-685-688, Phoenix, Arizona, May 2002. Download.

    92. Barreto, C. S., Mendonça, G. V., da Silva, E. A. B., "Image Coding With Coarse Mesh Approximation", Second IEEE South American Workshop on Circuits and Systems, Rio de Janeiro, Brasil and Bahia-Blanca, Argentina, 26-30 November 2001. Download.

    93. Mendonça, A. P., da Silva, E. A. B., "Two-Dimensional Discriminative Filters for Image Template Detection", 2001 IEEE International Conference on Image Processing, Vol III, pp. 680-683, Thessalonik,Greece October 2001. Download.

    94. Carvalho, M. B., da Silva, E. A. B., Finamore, W., "Rate Distortion Optimized Adaptive Multiscale Vector Quantization", 2001 IEEE International Conference on Image Processing, Vol. II, pp. 439-442 Thessalonik, Greece,October 2001. Download.

    95. Cardoso Jr. E. S., da Silva, E. A. B., "Desing of non-linear multi-resolution decompositions with applications to image compression", 2001 IEEE International Symposium on Circuits and Systems, Sidney, Austrália, May 2001. Download.

    96. Mendonça, A. P., da Silva, E. A. B., "Analysis and computation of optimized two-dimensional linear filters for image template detection", First IEEE South American Workshop on Circuits and Systems, pags. 13-16, Rio de Janeiro, Brasil, e Bahía Blanca, Argentina, November 2000. Download.

    97. Chagas, A. V., da Silva, E. A. B., Nadal, J., "ECG data compression using wavelets", Computers in Cardiology 2000, pag 116, Cambridge, USA, 2000. Download.

    98. Carvalho, M. B., Lima, D. M., da Silva, E. A. B., Finamore,W., "Universal multi-scale matching pursuits algorithm with reduced blocking effect", 2000 IEEE International Conference on Image Processing, Vancouver, Canada, September 2000. Download.

    99. Cardoso Jr. E. S., da Silva, E. A. B., "Non-separable non-linear decompositions with applications to image compression", 2000 IEEE International Conference on Image Processing, Vancouver, Canada, September 2000. Download.

    100. Fonini Jr., D. A., Craizer, M., da Silva, E. A. B., "Quantized Frame Decompositions", Curve and Surface Fitting: StMalo 1999, Albert Cohen, Christophe Rabut, and Larry L. Schumaker (eds.), Vanderbilt University Press, Nashville, TN ISBN 0-8265-1357-3, pp. 153-160. 2000. Download.

    101. Cuhadar, A., da Silva, E. A. B., "Medical Image Coding using Successive Approximation Wavelet Quantizer", Chicago 2000 World Congresson Medical Physics and Biomedical Engineering, pags. 20-23, Chicago, July 2000.

    102. Caetano, R., da Silva, E. A. B., "A Rate Control Strategy for Embedded Wavelet Video Coders in an MPEG-4 Framework", IEEE Globecom'99, Rio de Janeiro, December 1999. Download.

    103. Dutra, A. J. S., da Silva, E. A. B., Mendonça, G.V., "Successive Approximation Trellis-Coded Vector Quantization for Embedded Coders", 1999 IEEE International Conference on Image Processing, Kobe, Japan, October 1999. Download.

    104. Carvalho, M.B., da Silva, E. A. B., "A Universal Multi-dimensional Lossy Compression Algorithm", 1999 IEEE International Conference on Image Processing, Kobe, Japan, October 1999. Download.

    105. Ciancio, A. G., da Silva, E. A. B., "A Khoros Toolbox for Advanced Image Processing Courses", 1999 IEEE International Conference on Engineering and Computer Education, Rio de Janeiro, August 1999. Download.

    106. da Silva, E. A. B., Craizer, M., "Generalized bit-planes for embedded codes", 1998 IEEE International Conference on Image Processing, Chicago, October 1998. Download.

    107. Rodrigues, M. A. M., da Silva, E. A. B and Diniz, P. S. R., "Minimizing ringing effect on images coded at low bit-rates with wavelets", 1998 IEEE International Conference on Image Processing, Chicago, October 1998. Download.

    108. da Silva, E. A. B., Craizer, M., "Successive approximation vector quantization with improved convergence", 1998 IEEE International Telecommunications Symposium, pp. 571-575. São Paulo, August 1998. Download.

    109. Craizer, M., da Silva, E. A. B., Ramos, E. G., "Successive Approximation Vector Quantization of Images Transformed using Wavelets", 2nd Pan-american Workshop on Applied and Computational Mathematics, Gramado, Brazil, September 1997.

    110. Rodrigues, M. A. M., da Silva, E. A. B and Diniz, P. S. R., "Design of high performance wavelets for image coding", 1997 IEEE International Conference on Image Processing, Santa Barbara, California, October 1997. Download.

    111. Rodrigues, M. A. M., da Silva, E. A. B and Diniz, P. S. R., "A family of wavelets for image compression satisfying perceptual criteria", 1997 International Symposium on Circuits and Systems, pp. 1109-1112, Hong Kong, June 1997. Download.

    112. Sampson, D. G., da Silva, E. A. B., "Wavelet vector quantization for image and video data compression", 5th Hellenic Conference on Informatics, volume II, pp. 949-958, Athens, Hellas, 7-9 December 1995.

    113. Sampson, D. G., da Silva, E. A. B., and Ghanbari, M., "Interframe image sequence coding using overlapped motion estimation and wavelet lattice quantisation", 1995 IEE International Conference on Image Processing and Its Applications, pp. 16-20, Edinburgh, Scotland, July 1995. Download.

    114. da Silva, E. A. B., Sampson, D. G., and Ghanbari, M., "Compression of super-high definition images using successive approximation waveletvector quantisation", 1995 IEE International Conference on Image Processing and Its Applications, pp. 21-25, Edinburgh, Scotland, July 1995. Download.

    115. Sampson, D. G., da Silva, E. A. B., and Ghanbari, M., "Wavelet lattice quantisation for low bit-rate video coding", 1995 IEEE International Conference on Communications, pp. 1423-1427, Seattle, Washington, June 1995. Download.

    116. da Silva, E. A. B., Sampson, D. G., and Ghanbari, M., "Super high definition image coding using successive approximation wavelet vector quantization", 1995 IEEE International Symposium on Circuits and Systems, pp. 1620-1623, Seattle, May 1995. Download.

    117. da Silva, E. A. B., Sampson, D. G., and Ghanbari, M., "Image coding using successive approximation wavelet vector quantization", 1995 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2201-2204, Detroit, Michigan, May 1995. Download.

    118. Ghanbari, M., Sampson, D. G., da Silva, E. A. B., and Pearson, D. E., "Coding of super high definition images using multistage lattice vector quantization and wavelet transform", 1994 Picture Coding Symposium, pp. 117-119, California, September 1994.

    119. da Silva, E. A. B. and Ghanbari, M., "Subjective assessment oflinear phase wavelet transforms for image coding", 1994 Picture Coding Symposium, pp. 9-12, California, September 1994.

    120. da Silva, E. A. B. and Ghanbari, M., "Linear phase wavelet transforms for low bit rate image coding", VII European Signal Processing Conference- EUSIPCO-94, pp. 1222-1225, Edinburgh, European Association for SignalProcessing, September 1994.

    121. da Silva, E. A. B. and Ghanbari, M., "On the coding gain of wavelet transforms", 1994 IEEE International Symposium on Circuits and Systems, pp. 3.193-3.196, London, June 1994. Download.

    122. da Silva, E. A. B. and Ghanbari, M., "SUB-H261: A hybrid sub-band/H261codec for transmission of high resolution still pictures at 64kbit/s", Picture Coding Symposium, pp. 7.2, Lausanne, March 1993.

    123. da Silva, E. A. B. and Mendonça., G. V., "Image coding by the mesh block transform", IEEE International Symposium on Circuits and Systems, Cingapura, pp. 304-307, May 1991. Download.

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    2. Henriques, F. R., Lovisolo, L., da Silva, E. A. B., "Requirements for IoT Sensors Using Embedded Compressed Sensing Encoders with Deterministic Sensing Matrices", XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, pp. 286-290, Campina Grande, Brasil, September 2018. Download.

    3. Passos, W. L., Dias, T. M., Junior, H. M. A., Barros, B., Araújo, G. M., Lima, A. A., da Silva, E. A. B., Netto, S. L., "Acerca da Deteção Automática de Focos do Mosquio Aedes aegypti", XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, pp. 392-396, Campina Grande, Brasil, September 2018. Download.

    4. Passos, W., Araújo, G. M., Lima, A., Ribeiro, F. M. L., da Silva, E. A. B., "Bagging de Detectores por Produto Interno para Detecção de Olhos", XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, pp. 152-156, São Pedro, Brasil, September 2017. Download.

    5. Ribeiro, F. M. L., Marins, M., Netto, S. L., da Silva, E. A. B., "Rotating machinery fault diagnosis using similarity-based models", XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, pp. 277-281, São Pedro, Brasil, September 2017. Download.

    6. Cinelli, L. P., Thomaz, L. A., da Silva, A. F., da Silva, E. A. B., Netto, S. L., "Foreground Segmentation for Anomaly Detection in Surveillance Videos Using Deep Residual Networks", XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, pp. 914-918, São Pedro, Brasil, September 2017. Download.

    7. da Silva, A. F., Thomaz, L. A., da Silva, E. A. B., Netto, S. L., da Silva, Oliveira, J. F. L., Neves, A. F., Carvalho, G., Costa, R., "Alinhamento de sinais obtidos em trajetórias fechadas utilizando um conjunto genérico de sensores", XXXIV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, Santarém, Brasil, September 2016. Download.

    8. da Silva, Renam C., Pereira, F., da Silva, E. A. B., "Studying the compression performance of video descriptors", XXXIII Simpósio Brasileiro de Telecomunicações, SJuiz de Fora, Brazil, September 2015. Download.

    9. Nakahata, M. T., da Silva, E. A. B., Netto, S. L., "Detecção de Anomalias Em Vídeos Utilizando Dicionários Espaço-Temporais", XXXIII Simpósio Brasileiro de Telecomunicações, Juiz de Fora, Brazil, September 2015. Download.

    10. Martelotte, M. C., Souza, R. C., da Silva, E. A. B., "Projeto de filtros para ajuste sazonal robustos a variações na sazonalidade", no 21o SINAPE - Simpósio Nacional de Probabilidade e Estatística, Natal, Brasil, July 2014. Download.

    11. Carvalho, G. P., Freitas, G. M., Costa, R. R., de Carvalho, G. H. F., de Oliveira, J. F. L., Netto, S. L., da Silva, E. A. B., Xaud, M. F. S., Hsu, L., Motta-Ribeiro, G. C., Neves, Alex, F., Lizarralde, F. C., Marcovistz, I., Peixoto, A. J., Nunes, E. V. L., From, P. J., Galassi, M., Royroy, A., "DORIS - Monitoring Robot for Offshore Facilities", OTC Brasil 2013, Rio de Janeiro, Brazil, October 2013. Download.

    12. Jorge, C. A. F., de Seixas, J. M., da Silva, E. A. B., Waintraub, F., Mól, A. C. A., Carvalho, P. V. R., "Improved People Detection in Nuclear Plants by Video Processing for Safety Purpose", 2013 International Nuclear Atlantic Conference - INAC 2013, pp. 1-12, Recife, November 2013. Download.

    13. de Carvalho, G. H. F. C., de Oliveira, J. F. L., da Silva, E. A. B., Netto, S. L., Freitas, G. M., Motta-Ribeiro, G. C., Costa, R. R., "Um Sistema de Monitoramento para Detecção de Objetos em Tempo Real empregando Câmera em Movimento", XXXI Simpósio Brasileiro de Telecomunicações, Fortaleza, Brazil, September 2013. Download.

    14. da Silva, Renam C., Lucas, L. F. R., da Silva, E. A. B., Pagliari, C. L., Rodrigues, N. M. M., de Faria, S. M. M., "Compressão De Mapas De Profundidade Usando Predição e Funções Polinomiais", XXXI Simpósio Brasileiro de Telecomunicações, Fortaleza, Brazil, September 2013. Download.

    15. Araújo, G. M., da Silva, E. A. B., Ribeiro, F. M. L., de Oliveira, J. F. L., Ciancio, A. G., Said, A., "Rastreamento Robusto De Olhos Usando Consistência Temporal e Restrições Geométricas", XXXI Simpósio Brasileiro de Telecomunicações, Fortaleza, Brazil, September 2013. Download.

    16. da Silva, A. F., de Oliveira, J. F. L., da Silva, E. A. B., "Codificador De Vídeo Full HD Em Tempo Real Com Complexidade Escalável Usando a Biblioteca X264", XXXI Simpósio Brasileiro de Telecomunicações, Fortaleza, Brazil, September 2013. Download.

    17. Ellmauthaler, A., da Silva, E. A. B., Pagliari, C. L., Gois, J. N., "A Robust Temporal Alignment Technique for Infrared and Visible-Light Video Sequences", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    18. Ellmauthaler, A., da Silva, E. A. B., Pagliari, C. L., Perez, M., "Multiscale Image Fusion Using The Undecimated Wavelet Transform With Non-Orthogonal Filter Banks", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    19. Prates, R. L., Larcher, M. B., de Oliveira, J. F. L., da Silva, E. A. B., "Filtros de Correlação e Características Invariantes à Escala para o Reconhecimento de Faces", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    20. Lucas, L. R. R., Rodrigues, N. M. M., Pagliari, C. L., da Silva, E. A. B., de Faria, S. M. M., "Codificação Eficiente de Mapas de Profundidade com Base em Predição e Aproximação Linear", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    21. Estrada, Cassius R. D., Ciancio, A. G., de Oliveira, J. F. L., Ribeiro, F. M. L., da Silva, E. A. B., Said, A., "Impacto de Erros de Canal na Percepção de Qualidade em Sequências de Videoconferência de Alta Definição", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    22. Miguel, M. A., da Silva, E. A. B., Pagliari, C. L., "Métrica Objetiva para Avaliação do Conforto na Visualização de Vídeos Estereoscópicos", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    23. Ribeiro, F. M. L., Araujo, G. M., da Silva, E. A. B., de Oliveira, J. F. L., Goldenstein, S., "Deteção de Pontos Fiduciais sobre a Face em Tempo Real", XXX Simpósio Brasileiro de Telecomunicações, Brasília, Brazil, September 2012. Download.

    24. Jorge, C. A. F., de Seixas, J. M., da Silva, E. A. B., Mól, A. C. A., Cota, R. E., Ramos, B. L., "People Detection in Nuclear Plants by Video Processing for Safety Purposes", 2011 International Nuclear Atlantic Conference - INAC 2011, pp. 1-15, Belo Horizonte, October 2011. Download.

    25. Pereira, M. P., Lovisolo, L., da Silva, E. A. B., "Matrizes de Medida Determinísticas ótimas para Amostragem Compressiva Usando Bases Biortogonais", XXIX Simpósio Brasileiro de Telecomunicações, Curitiba, Brazil, October 2011. Download.

    26. Silva, E., Pagliari, C., Ellmauthaler, A., da Silva, E. A. B., "Análise Comparativa de Métodos de Fusão de Imagens", XXIX Simpósio Brasileiro de Telecomunicações, Curitiba, Brazil, October 2011. Download.

    27. Graziosi, D. B., da Silva, E. A. B., Pagliari, C. L., Rodrigues, N. M. M., de Faria, S. M. M., Carvalho, M. B., "Codificação de Mapas de Profundidade Usando Casamento de Padrões Multiescalas", XXIX Simpósio Brasileiro de Telecomunicações, Curitiba, Brazil, October 2011. Download.

    28. Araújo, G. M., da Silva Jr., W. S. S, da Silva, E. A. B., Goldenstein, S. K., "Detecção de Landmarks Faciais Usando SVM", XXIX Simpósio Brasileiro de Telecomunicações, Curitiba, Brazil, October 2011. Download.

    29. Marques, C. A. G, Ribeiro, M. V., Duque, C. A., Ribeiro, P. F., da Silva, E. A. B., "Estimação de Harmônicos para Sistemas Isolados", XVIII Congresso Brasileiro de Automática - CBA'2010, pp. 5195-5201, Bonito, Brasil, September 2010. Download.

    30. Graziosi, D. B., Rodrigues, N. M. M., da Silva, E. A. B., de Faria, S. M. M., Carvalho, M. B., Silva, V. M. M., "Codificação de Imagens com Predição Adaptativa Baseada no Critério de Mínimos Quadrados", XXVII Simpósio Brasileiro de Telecomunicações, Blumenau, Brazil, September 2009. Download.

    31. Souza, D. F., da Silva, E. A. B., Dutra, A. J. S., Rodrigues, N. M. M., de Faria, S. M. M., Silva, V. M. M., "Otimização Taxa-distorção para Quadros-B no Padrão H.264", XXVII Simpósio Brasileiro de Telecomunicações, Blumenau, Brazil, September 2009. Download.

    32. Schulz, A., da Silva, E. A. B., Velho, L., "Uma Investigação Empírica do Desempenho da Amostragem Compressiva em Codificação de Imagens", XXVII Simpósio Brasileiro de Telecomunicações, Blumenau, Brazil, September 2009. Download.

    33. de Oliveira, J. F. L., da Silva, E. A. B., Cardoso, M. A. P., Hollanda, A. G., "Um Sistema de Autenticação por Faces Usando Filtros de Correlação em Vídeos", XXVII Simpósio Brasileiro de Telecomunicações, Blumenau, Brazil, September 2009. Download.

    34. Marques, C. A. G, Ribeiro, M. V., da Silva, E. A. B., Cerqueira, A. S., Duque, C. A., "Estimação de Frequência Imune a Variações Abruptas de Tensão", VIII Conferência Brasileira sobre Qualidade de Energia Elétrica - CBQEE, Blumenau, Brazil, August 2009. Download.

    35. Marques, C. A. G, da Silva, E. A. B., Ribeiro, M. V., Gomes, P. H. C., "Estimação de Harmônicos usando o Conceito de Demodulação", VIII Conferência Brasileira sobre Qualidade de Energia Elétrica - CBQEE, Blumenau, Brazil, August 2009. Download.

    36. Pipa, D. R., Pagliari, C., da Silva, E. A. B., "Correção de não-uniformidade em vídeo infravermelho por gradiente descendenteo", XXVI Simpósio Brasileiro de Telecomunicações, Rio de Janeiro, Brazil, September 2008. Download.

    37. Frauche, A., Carvalho, M. B., da Silva, E. A. B., "Compressão de imagens 3D de radar meteorológico usando recorrência de padrões multiescalas", XXVI Simpósio Brasileiro de Telecomunicações, Rio de Janeiro, Brazil, September 2008. Download.

    38. Francisco, N., Rodrigues, N. M. M., da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva V. M. M., Reis, M., "Casamento Aproximado de Padrões Multiescala com Segmentação Flexível e Treino do Dicionário", XXVI Simpósio Brasileiro de Telecomunicações, Rio de Janeiro, Brazil, September 2008. Download.

    39. Filho, E. B. L., Abecassis, U., Júnior, W. S. S., da Silva, E. A. B., Carvalho, M. B., "Casamento Lateral Generalizado Combinado à Recorrência de Padrões Multiescalas: Um Novo Esquema para a Compressão de Imagens", XXV Simpósio Brasileiro de Telecomunicações, Recife, Brazil, September 2007. Download.

    40. Oliveira, José F. L., da Silva, E. A. B., Carvalho, M. B., "Recorrência de Padrões Multiescalas com Dicionários Treinado", XXV Simpósio Brasileiro de Telecomunicações, Recife, Brazil, September 2007. Download.

    41. Tcheou, M. P., Lovisolo, L., da Silva, E. A. B., Biscainho, L. W. P., "Avaliação de uma Representação Compacta por Matching Pursuit em um Esquema de Análise/Síntese de Áudio", Anais do 5º Congresso de Engenharia de Áudio, São Paulo, May 2007. Download.

    42. Rodrigues, N. M. M, da Silva, E. A. B., Carvalho, M. B., de Faria, S. M. M., da Silva, V. M. M., "Multiscale Recurrent Pattern Predictive Image Coding with Template Matching", Conftele 2007 Proc. (6th Conference on Telecommunications), 2007. Download.

    43. Miranda, A. L. L., Rodrigues, M. A. M., da Silva, E. A. B., Sollero, R. B., Filho, S. M., "Estudo de Técnicas para Cálculo de Fasores", XVIII Seminário Nacional de Produção e Transmissão de Energia Elétrica - XVIII SNPTEE, Curitiba, October 2005. Download.

    44. Miranda, A. L. L., Rodrigues, M. A. M., da Silva, E. A. B., Dutt-Ross, R. P., "Filtros com Resposta Maximamente Plana para Cálculo de Harmônicos", VI Seminário Brasileiro sobre Qualidade da Energia Elétrica - VI SBQEE, Belém, Brazil, August 2005. Download.

    45. Miranda, A. L. L., Rodrigues, M. A. M., da Silva, E. A. B., Sollero, R. B., Filho, S. M., Ramos, M. A. F., "Estudo de Fontes de Erro em Algoritmos de Localização de Faltas Cálculo de Fasores com Taxas não Múltiplas da Freqüência Fundamental", VIII Seminário Técnico de Proteção e Controle - VIII STPC, Rio de Janeiro, Brazil, June 2005. Download.

    46. Miranda, A. L. L., Rodrigues, M. A. M., da Silva, E. A. B., Sollero, R. B., "Cálculo de Fasores com Taxas não Múltiplas da Freqüência Fundamental", VII Seminário Técnico de Proteção e Controle - VII STPC, Rio de Janeiro, Brazil, June 2003. Download.

    47. Tcheou, M. P., Lovisolo, L., Rodrigues, M. A. M., da Silva, E. A. B., Diniz, P. S. R., Mantuano F., S., Ramos, M. A. F., "Avaliação de um Método de Compressão para Oscilografia com Base em Procedimentos de Análise de Perturbações Elétricas", X Simpósio de Especialistas em Planejamento da Operação e Expansão Elétrica, Florianópolis, Brazil, May 2006. Download.

    48. Júnior, W. S. S., da Silva, E. A. B., Filho, E. B. L., Carvalho, M. B., Mendonça, G. V., "Compressão de Sinais Multidimensionais utilizando Recorrência de Padrões Multiescalas com Segmentação Flexível", XXII Simpósio Brasileiro de Telecomunicações, pp. 114-119, Campinas, Brazil, September 2005. Download.

    49. Júnior, W. S. S., Filho, E. B. L., Carvalho, M. B., da Silva, E. A. B., "Compressão de Sinais de Eletrocardiograma utilizando Recorrência de Padrões Multiescalas com Critério de Segmentação Flexível", XXII Simpósio Brasileiro de Telecomunicações, pp. 968-973, Campinas, Brazil, September 2005. Download.

    50. Lovisolo, L., da Silva, E. A. B., Diniz, P. S. R., "Análise do Conteúdo Tempo-Freqüência de Frames de Weyl-Heisenberg e sua Aplicação na Geração de Dicionários Redundantes Parametrizados", XXII Simpósio Brasileiro de Telecomunicações, pp. 979-984, Campinas, Brazil, September 2005. Download.

    51. Rodrigues, N., da Silva, E. A. B., Carvalho, M. B., de Faria, Sergio M. M., Silva, V., "Image Predictive Coding using Multiscale Recurrent Patterns", Conftele 2005 Proc. (5th Conference on Telecommunications), ISBN 972-98115-9-8. Download.

    52. Leite, L., da Silva, E. A. B., Pereira, W. C. A., "Análise de Componentes Independentes Aplicada à Identificação de Regiões Lesionadas em Mamogramas", IFMBE Proc. (Congresso Latino Americano de Engenharia Biomédica), vol. 5, pp. 1339-1342, 2004. ISSN 1727-1983, ISBN 85-98739-01-4. Download.

    53. Fonteles, L. H., Caetano, R., da Silva, E. A. B., "Codificadores de Vídeo usando Ridgelets e Planos de Bits Generalizados", XXI Simpósio Brasileiro de Telecomunicações, Belém, Brasil, Setembro de 2004. Download.

    54. Lovisolo, L, da Silva, E. A. B., Diniz, P. S. R., "Construção de Frames Exponenciais Descrescentes para Algoritmos de Decomposição Adaptativa de Sinais", XXI Simpósio Brasileiro de Telecomunicações, Belém, Brasil, Setembro de 2004. Download.

    55. Filho, E. L. B, Carvalho, M. B., da Silva, E. A. B., "Compressão de Sinais Multidimensionais utilizando Recorrência de Padrões Multiescalas com Critério de Continuidade entre Blocos", XXI Simpósio Brasileiro de Telecomunicações, Belém, Brasil, Setembro de 2004. Download.

    56. Neves, M. A., da Silva, E. A. B., "Decomposição de Sinais em Multiresolução com Operadores Morfológicos", XXI Simpósio Brasileiro de Telecomunicações, Belém, Brasil, Setembro de 2004. Download.

    57. Mendonça, A. P. and da Silva, E. A. B., "Filtragem Discriminativa para a Deteção de Múltiplos Padrões de Imagem", XX Brazilian Telecommunications Symposium, Rio de Janeiro, Brasil, October 2003. Download.

    58. de Oliveira, J. F. L., da Silva, E. A. B. and Mendonça, G. V., "Quantização codificada por Treliças Utilizando o Princípio Turbo", XX Brazilian Telecommunications Symposium, Rio de Janeiro, Brasil, October 2003. Download.

    59. Lovisolo, L, Rodrigues, M. A. M., da Silva, E. A. B., Diniz, P. S. R., "Eliminação da Resposta Transitória em Oscilogramas utilizando Matching Pursuits", VII Seminário Técnico de Proteção e Controle, pp. 22-27, pp. 22-27, Rio de Janeiro, Brasil, June 2003. Download.

    60. Lovisolo, L., da Silva E. A. B., Rodrigues, M. A. M., e Diniz, P. S. R., "Representações Coerentes de Sinais Elétricos com Aplicações à Análise, Compressão e Redução de Ruído", XIV Congresso Brasileiro de Automática, Natal, R.N., September 2002. Download.

    61. Neves, S. R., Mendonça, G. V. and da Silva, E. A. B., "Um Método para Segmentação Morfológica de Imagens Infravermelhas Utilizando Wavelets", XIV Congresso Brasileiro de Automática, Natal, R.N., September 2002. Download.

    62. Mendonça, A. P. and da Silva, E. A. B., "Filtros Discriminativos para a Deteção de Gabaritos de Imagem", XIX Brazilian Telecommunications Symposium, Fortaleza, Brasil, September 2001. Download.

    63. Carvalho, M. B., da Silva, E. A. B. and Finamore, W. A., "Quantização Vetorial Adaptativa Multiescalas com Otimização Taxa-distorção", XIX Brazilian Telecommunications Symposium, Fortaleza, Brasil, September 2001. Download.

    64. Mendonça, A. P. and da Silva, E. A. B., "Uma Técnica Eficiente para Segmentação Baseada no Algoritmo de Médias-K Localmente Aplicado nas Estatísticas da Imagem", XVIII Brazilian Telecommunications Symposium, Gramado, Brasil, September 2000. Download.

    65. Feio, L. C. R. L. and da Silva, E. A. B., "Codificadores de Imagens Usando Planos de Bits Vetoriais", XVIII Brazilian Telecommunications Symposium, Gramado, Brasil, September 2000. Download.

    66. Lovisolo, L. and da Silva, E. A. B., "Geração de Dicionários para Quantização por Planos de Bits Vetoriais", XVIII Brazilian Telecommunications Symposium, Gramado, Brasil, September 2000. Download.

    67. Carvalho, M. B., da Silva E. A. B. and Finamore, W. A., "Quantização Vetorial Adaptativa com Multi-resolução", XVIII Brazilian Telecommunications Symposium, Gramado, Brasil, September 2000. Download.

    68. Cardoso Jr., E. S. and da Silva, E. A. B., "Compressão de Imagens Utilizando Decomposições em Multi-resolução Morfológicas", XVII Brazilian Telecommunications Symposium, pp. 316-321, Vila Velha, Brasil, September 1999.

    69. Caetano, R. and da Silva, E. A. B., "Controle de Taxa em Codificadores de Vídeo utilizando Transformadas Wavelet", XVII Brazilian Telecommunications Symposium, pp. 233-238, Vila Velha, Brasil, September 1999.

    70. Carvalho, M. B. and da Silva, E. A. B., "Compressão de Sinais Multi-dimensionais Via Decomposição em Base e Casamento de Padrões", XVII Brazilian Telecommunications Symposium, pp. 229-232, Vila Velha, Brasil, September 1999.

    71. Dutra, A. J. S., da Silva, E. A. B. and Mendonça, G. V., "Codificação Vetorial por Aproximações Sucessivas usando Treliças", XVII Brazilian Telecommunications Symposium, pp. 467-471, Vila-Velha, Brasil, September 1999.

    72. Rodrigues, M. A. M., da Silva, E. A. B. and Diniz, P. S. R., "Wavelet Optimization for Image Compression Using Perceptual Criteria", XV Brazilian Telecommunications Symposium, pp. 390-393, Recife, Brasil, September 1997.

    Copyright® Ownership: Personal use of these materials are allowed. Permission to reprint/republish any material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of these works in other works must be obtained from the corresponding copyright owner.

    1. Craizer, M. and da Silva, E. A. B., "Processamento Digital de Imagens", Suport to a mini course at the XXI Brazilian Applied and Computational Mathematics Symposium - CNMAC, Caxambu, Brazil, September 1998.

    Students & Theses

    Students, Thesis and Post-Docs Supervised.

    • Lucas Pinheiro Cinelli, D.Sc., COPPE/UFRJ, with Prof. Sergio Lima Netto from PEE/COPPE/UFRJ.
    • Welsey Lobato Passos, D.Sc., COPPE/UFRJ.
    • Luiz Gustavo Cardoso Tavares, D.Sc., COPPE/UFRJ, with Prof. Sergio Lima Netto, from PEE/COPPE/UFRJ.
    • Gustavo de Oliveira e Alves, D.Sc., COPPE/UFRJ, with Prof. Fernando Pereira, from Instituto Superior Técnico de Lisboa, Portugal.
    • Matheus Araújo Marins, D.Sc., COPPE/UFRJ, with Prof. Sergio Lima Netto from PEE/COPPE/UFRJ.
    • Rafael Padilla, D.Sc, COPPE/UFRJ.
    • Marcio Pinto Pereira, D.Sc., COPPE/UFRJ, with Prof. Fernando Pereira, from Instituto Superior Técnico de Lisboa, Portugal.
    • Patrícia Kovaleski, M.Sc., COPPE/UFRJ, with Dr. Lenoardo de Oliveira Nunes from Microsoft Brazil.
    • Carla Florentino Schueler, M.Sc., COPPE/UFRJ, with Prof. Carla Liberal Pagliari, from Instituto Militar de Engenharia.
    • Thadeu Luiz Barbosa Dias, M.Sc., COPPE/UFRJ, with Prof. Sergio Lima Netto, from COPPE/UFRJ.
    • Adriano Vianna Fonseca, M.Sc., COPPE/UFRJ.
    • Bianca Oliveira Bresciani de Carvalho, Eng., DEL/Poli/UFRJ.
    1. Lucas Pinheiro Cinelli, "A Tutorial on Variational Methods for Machine Learning",  M.Sc., COPPE/UFRJ, with Prof. Sergio Lima Netto, from COPPE/UFRJ, May 2019. Download.

    2. Rafael Serra de Figueirêdo, "Abordagens para Análise e Extração de Características de Radares LPI", M.Sc., COPPE/UFRJ, March 2019, with Dr. Sergio Rodrigues Neves, from Instituto de Pesquisas da Marinha (in Portuguese). Download.

    3. Gustavo de Oliveira e Alves, "A 4-D Discrete Cosine Transform-Based Light Field Coding Solution", M.Sc., COPPE/UFRJ, March 2019, with Prof. Fernando Manuel Bernardo Pereira, from Instituto Superior Técnico de Lisboa. Download.

    4. Wesley Lobato Passos, "Automatic Aedes Aegypti Breeding Grounds Detection Using Computer Vision Techniquesn", M.Sc., COPPE/UFRJ, February 2019, with Prof. Gabriel Matos Araújo, from CEFET-RJ. Download.

    5. Bettina D'Avila Barros, "On Data Augmentation Techniques for The Automatic Detection of Mosquito Breeding Grounds Using Videos", M.Sc., COPPE/UFRJ, February 2019, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    6. Matheus Araújo Marins, "Machine Learning Techniques Applied to Hydrate Failure Detection on Production Lines", MSc., COPPE/UFRJ, September 2018, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    7. Claudio Mayrink Verdun, "Compressive Sensing", M.Sc., Instituto de Matemática da UFRJ, December 2016, with Profs. Cesar Javier Niche Mazzeo and Bernardo Freitas Paulo da Costa, from Instituto de Matemática, UFRJ. Towards Visualization and Searching: A Dual-purpose Video Coding Approach. Download.

    8. Luiz Gustavo Cardoso Tavares, "Comparative Performance of HEVC-Based Codecs for Static Linearly-arranged Light Fields", M.Sc., COPPE/UFRJ, September 2016, with Prof. Fernando Pereira, from Instituto Superior Técnico de Lisboa. Download.

    9. Jonathan Nogueira Gois, "Fusão de Vídeos utilizando Decomposições Multiresolução Espaço-Temporais", M.Sc., COPPE/UFRJ, September 2016, with Prof. Carla Liberal Pagliari, from Instituto Militar de Engenharia (in Portuguese). Download.

    10. Thiago Frensch, "Optimization of Automatic Highlight Detection for Football Broadcasts", M.Sc., COPPE/UFRJ, March 2015, with Prof. Sergio Lima Netto, from COPPE/UFRJ. Download.

    11. Lucas Arrabal Thomaz, "Abandoned Object Detection Using Operator-Space Pursuit", M.Sc., COPPE/UFRJ, March 2015, with Prof. Sergio Lima Netto, from COPPE/UFRJ. Download.

    12. Allan Freitas da Silva, "Determinação de Trajetória de Câmera para Detecção de Objetos Abandonados", M.Sc., COPPE/UFRJ, March 2015, with Prof. Sergio Lima Netto, from COPPE/UFRJ (In Portuguese). Download.

    13. Felipe Moreira Lopes Ribeiro, "Deteção de Pontos Fiduciais em Faces Usando Filtragem Linear", M.Sc., COPPE/UFRJ, February 2014 (in Portuguese). Download.

    14. Renam Castro da Silva, "Compressão de Imagens usando Predição e Aproximações Polinomiais", M.Sc., COPPE/UFRJ, September 2013 (in Portuguese). Download.

    15. Leonardo dos Anjos Chaves, "Extensões Perceptuais do Algoritmo MMP Aplicado à Codificação de Voz", M.Sc., COPPE/UFRJ, July 2013, with Prof. Sergio Lima Netto, from COPPE/UFRJ (in Portuguese). Download.

    16. Marcelo de Azevedo Miguel, "Métrica Objetiva para Avaliação do Conforto na Visualização de Vídeos Estereoscópicos", M.Sc., COPPE/UFRJ, June 2012 (in Portuguese). Download.

    17. Cassius Rodrigo Duque Estrada, "Avaliação Automática de Qualidade de Videoconferências de Alta Definição", M.Sc., COPPE/UFRJ, June 2011, with o Dr. Alexandre Gomes Ciancio, from COPPE/UFRJ (in Portuguese). Download.

    18. Luiz Gabriel Lins Bentes Mendonça de Vasconcelos, "Sumarização Automática em Melhores Momentos de Transmissões Televisivas de Futebol", M.Sc., COPPE/UFRJ, June 2011, with Prof. Sergio Lima Netto, from COPPE/UFRJ (in Portuguese). Download.

    19. Eliamara Souza da Silva, "Fusão de Imagens", M.Sc., 2011, Instituto Militar de Engenharia, with Prof. Carla Liberal Pagliari, from Instituto Militar de Engenharia (in Portuguese).

    20. Anderson Vinícius Corrêa de Oliveira, "Codificação de Textura e Profundidade de Imagens 3-D Utilizando Recorrência de Padrões Multiescalas", M.Sc., COPPE/UFRJ, March 2011 (in Portuguese). Download.

    21. Axel Guimarães Hollanda, "Detecção de Pontos Fiduciais Faciais Usando Filtros de Correlação e Correspondências Espaciais", M.Sc., COPPE/UFRJ, March 2011 (in Portuguese). Download.

    22. Diego Felix de Souza, "Codificação de Vídeo via Casamento de Padrões Usando Estimação de Movimento", M.Sc., COPPE/UFRJ, May 2010 (in Portuguese). Download.

    23. Marcio Pinto Pereira, "Efeitos da Quantização em Compressive Sensing de Imagens com Matrizes de Amostragem Determinísticas", M.Sc., COPPE/UFRJ, March 2010, with Prof. Lisandro Lovisolo, from Universidade do Estado do Rio de Janeiro (in Portuguese). Download.

    24. Gabriel Matos Araujo, "Algorithmo para Reconhecimento de Características Faciais Baseado em Filtros de Correlação", M.Sc., COPPE/UFRJ, February 2010 (in Portuguese). Download.

    25. Leandro Pena Moreira de Oliveira, "Marca D'Água Frágil e Semi-Frágil para Autenticação de Vídeo no Padrão H.264", M.Sc., COPPE/UFRJ, September 2009 (in Portuguese). Download.

    26. André Luiz Nunes Targino da Costa, "Redução de Ruído em Imagens", M.Sc., COPPE/UFRJ, July 2009 (in Portuguese). Download.

    27. Daniel Rodrigues Pipa, "Correção de Ruído de Padrão Fixo em Vídeo Infravermelho", M.Sc., COPPE/UFRJ, December 2008, with Prof. Carla Liberal Pagliari, from Instituto Militar de Engenharia (in Portuguese). Download.

    28. Marcelo Borges de Gouvêa, "Compressão de Imagens usando Dicionários Multiescalas Adaptativo", M.Sc., COPPE/UFRJ, October 2007 (in Portuguese). Download.

    29. Fabio Iguchi, "Inserção de Marcas D'Água Digitais usando Recorrência de Padrões Multiescalas", M.Sc., COPPE/UFRJ, March 2007 (in Portuguese). Download.

    30. Pedro Lemos Tavares, "Deconvolução Multicanal em Dados Sísmicos Baseada em Algoritmos de Equalização Cega de Sistemas de Comunicação Digital", M.Sc., COPPE/UFRJ, March 2007, with Prof. Paulo Sergio Ramirez Diniz, from COPPE/UFRJ (in Portuguese). Download.

    31. Ana Luisa de Araújo Santos, "Um Método de Ocultamento de Erros em Transmissão de Vídeo", COPPE/UFRJ, March 2006, with Prof. Ricardo Lopes de Queiroz, from Universidade de Brasília, Brazil (in Portuguese). Download.

    32. Marcello Artimos Neves, "Decomposições Diádicas Não-lineares utilizando Operadores Morfológicos", COPPE/UFRJ, March 2006, with Prof. Marcos Craizer, from the Department of Mathematics of PUC-Rio, Brazil (in Portuguese). Download.

    33. Carlo Marcello de Oliveira Siqueira, "Algoritmos Robustos de Filtragem Discriminativa", COPPE/UFRJ, March 2006, with Prof. Alexandre Pimentel Mendonça, from Instituto Militar de Engenharia, Brazil (in Portuguese). Download.

    34. Danillo Bracco Graziosi, "Codificação Distribuída de Vídeo", COPPE/UFRJ, March 2006 (in Portuguese). Download.

    35. Frederico da Silva Pinagé, "Avaliação do Desempenho de Algoritmos de Compressão de Imagens Usando Recorrência de Padrões Multiescalas", COPPE/UFRJ, July 2005, with Prof. Gelson Vieira Mendonça (in Portuguese). Download.

    36. Michel Pompeu Tcheou, "Análise e Representação de Sinais de Oscilografia usando Decomposições Adaptativas Redundantes", COPPE/UFRJ, June 2005, with Prof. Paulo Sérgio Ramirez Diniz (in Portuguese). Download.

    37. Marcelo Santos de Souza, "Codificação de Imagem usando Turbo Quantização Codificada por Treliças", COPPE/UFRJ, April 2005 (in Portuguese). Download.

    38. Luciana Leite, "Análise de Componentes Independentes Aplicada à Identificação de Regiões Lesionadas em Mamogramas", COPPE/UFRJ, April 2005, with Prof. Wagner Coelho de Albuquerque Pereira (in Portuguese). Download.

    39. Daniel Monteiro de Barros Pinheiro, "Compressão Eficiente de Vídeo", COPPE/UFRJ, February 2005 (in Portuguese). Download.

    40. André Luiz Lins Miranda, "Projeto de Filtros Digitais para Análise de Sinais do Sistema Elétrico", COPPE/UFRJ, February 2005, with Dr. Marco Antônio Macciola Rodrigues, from Eletrobrás Research Center (CEPEL) (in Portuguese). Download.

    41. Waldir Sabino da Silva Júnior, "Compressão de Imagens Utilizando Recorrência de Padrões Multiescalas com Segmentação Flexível", COPPE/UFRJ, December 2004 (in Portuguese). Download.

    42. Leonardo Hidd Fonteles, "Codificadores de Vídeo usando Ridgelets e Planos de Bits Generalizados", COPPE/UFRJ, June 2004 (in Portuguese). Download.

    43. Eddie Batista Lima Filho, "Compressão de Imagens utilizando Recorrência de Padrões Multiescalas com Critério de Continuidade Inter-Blocos", COPPE/UFRJ, April 2004, with Prof. Murilo Bresciani de Carvalho, from Departamento de Engenharia de Telecomunicações, Universidade Federal Fluminense (in Portuguese). Download.

    44. Arthur Luiz Amaral da Cunha, "Codificação Conjunta Fonte-Canal utilizando Transformadas com Superposição", CETUC/PUC-Rio, June 2002, with Prof. Weiler Alves Finamore - CETUC/PUC-Rio (in Portuguese). Download.

    45. Alexandre Vianna Chagas, "Compressão de Sinais Eletrocardiográficos utilizando Wavelets Biortogonais e Codificação Aritmética Adaptativa", COPPE/UFRJ, April 2002, with Prof. Jurandir Nadal (in Portuguese). Download.

    46. Alexandre Gomes Ciancio, "Compressão de Imagens por Aproximações Sucessivas em Espaços de Hilbert", COPPE/UFRJ, June 2001(in Portuguese). Download.

    47. Lisandro Lovisolo, "Representações Coerentes de Sinais Elétricos", COPPE/UFRJ, March, 2001, with Prof. Paulo Sérgio Ramirez Diniz (in Portuguese). Download.

    48. Lara Cristina Rodrigues Lourenço Feio, "Codificadores de Imagens Usando Planos de Bits Generalizados", COPPE/UFRJ, December 2000 (in Portuguese). Download.

    49. Alessandro James Salvaterra Dutra, "Successive Approximation Trellis-coded Vector Quantization", COPPE/UFRJ, Marco 1999, with Prof. Gelson Vieira Mendonça (in Portuguese). Download.

    50. Rogério Caetano, "Video Coding Using Wavelet Transforms", COPPE/UFRJ, March 1999 (in Portuguese). Download.

    51. Eduardo Souza Cardoso Júnior, "Image Compression Using Morphological Image Decompositions", COPPE/UFRJ, March 1999 (in Portuguese). Download.

    52. Jorge Amaral Alves, "A Multi-resolution Approach for Motion-based Segmentation from Optical-flow Estimates", COPPE/UFRJ, February 1999 (in Portuguese). Download.
    1. Allan Freitas da Silva, "Spatio-Temporal Alignment and Analysis of Videos for Industrial Applications", D.Sc., COPPE/UFRJ, April 2019, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    2. Lucas Arrabal Thomaz, "The Use of Sparse Plus Low-rank Decomposition on Moving Object and Change Detection on Videos", D.Sc., COPPE/UFRJ, December 2018, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    3. Eric de Carvalho Jardim Silva, "Anomaly Detection in Moving-camera Videos with Sparse and Low-rank Matrix Decompositions", D.Sc., COPPE/UFRJ, September 2018, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    4. Felipe Moreira Lopes Ribeiro, "Similarity-based Methods for Machine Diagnosis", D.Sc., COPPE/UFRJ, August 2018, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    5. Renam Castro da Silva, "Towards Visualization and Searching: A Dual-purpose Video Coding Approach", D.Sc., COPPE/UFRJ, February 2018, with Prof. Fernando Pereira, from Instituto Superior Técnico de Lisboa. Download.

    6. Mateus Teruyuki Nakahata, "Anomaly Detection with a Moving Camera using Spatio-Temporal Codebooks", D.Sc., COPPE/UFRJ, September 2016, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    7. Júlio César Ferreira, "Algorithms for Super-Resolution in Images Based on Sparse Representation and Manifolds", D.Sc., Programa de Pós-Graduação em Engenharia Elétrica, Universidade Federal de Uberlândia, joint degree with Université de Rennes-1, France, July 2016, with Profs. Gilberto Arantes Carrijo, from Universidade Federal de Uberlândia and Christine Guillemot, from Université de Rennes-1J. Download.

    8. Luís Filipe Rosário Lucas, "Predictive Coding Algorithms for Lossy Image and Video Compression", D.Sc., COPPE/UFRJ, January 2016, with Prof. Sérgio Manuel Maciel de Faria from Instituto de Telecomunicações, Pólo Leiria, Portugal. Download.

    9. Felipe da Rocha Henriques, "Contributions to Energy Conservation in Wireless Sensor Networks", D.Sc., COPPE/UFRJ, December 2015, with Prof. Lisandro Lovisolo from UERJ. Download.

    10. Carlos Alexandre Fructuoso Jorge, "Received Radiation Dose Assessment for Nuclear Plants Personnel by Video-Based Surveillance", D.Sc., COPPE/UFRJ, June 2015, with Prof. José Manoel de Seixas da COPPE/UFRJ and Dr. Antônio Carlos de Abreu Mól, from Instituto de Engenharia Nuclear (IEN). Download.

    11. Gustavo Henrique Fraga de Carvalho, "Automatic Detection of Abandoned Objects with a Moving Camera using Multiscale Video Analysis", D.Sc. COPPE/UFRJ, June 2015, with Prof. Sergio Lima Netto from COPPE/UFRJ. Download.

    12. Gabriel Matos Araújo, "Detection and Tracking of Facial Landmarks in High Definition Video Sequences", D.Sc., COPPE/UFRJ, March 2015. Download.

    13. Marcela Cohen Martelotte, "Projeto de Filtros para Ajuste Sazonal Robustos a Variações na Sazonalidade", D.Sc., Departamento de Engenharia Elétrica, PUC-Rio, August 2014, with Prof. Reinaldo Castro e Souza, from PUC-Rio. Download.

    14. Andreas Ellmauthaler, "Multiscale Image Fusion", D.Sc., COPPE/UFRJ, December 2013, with Prof. Carla Liberal Pagliari, from Instituto Militar de Engenharia. Download.

    15. Daniel Rodrigues Pipa, "Tópicos em Reconstrução de Imagens e Vídeos", D.Sc., COPPE/UFRJ, November 2012. Download.

    16. Nelson Carreira Francisco, "Contribuições à Codificação Eficiente de Imagens e Vídeo Utilizando Recorrência de Padrões Multiescalas", D.Sc., COPPE/UFRJ, November 2012, with Prof. Nuno Miguel Morais Rodrigues, from Instituto de Telecomunicações, Pólo Leiria, Portugal. Download.

    17. Frederico da Silva Pinagé, "Codificação de Voz Usando Recorrência de Padrões Multiescalas", D.Sc., COPPE/UFRJ, September 2011, with Prof. Sergio Lima Netto from COPPE/UFRJ (in Portuguese). Download.

    18. Danillo Bracco Graziosi, "Contribuições à Compressão de Imagens com e sem Perdas Utilizando Recorrência de Padrões Multiescalas", D.Sc., COPPE/UFRJ, April 2011, with Prof. Sérgio Manuel Maciel de Faria, from Instituto de Telecomunicações, Pólo Leiria, Portugal. Download.

    19. Cristiano Augusto Gomes Marques, "Técnicas de Processamento de Sinais para a Estimação da Frequência e Harmônicos de Sistemas Elétricos de Potência", D.Sc., COPPE/UFRJ, March 2011, with Prof. Moisés Vidal Ribeiro, from Universidade Federal de Juiz de Fora (in Portuguese). Download.

    20. Michel Pompeu Tcheou, "Compressão de Sinais Usando Decomposições Atômicas com Base em Dicionários Redundantes", D.Sc., COPPE/UFRJ, March 2011, with Prof. Luiz Wagner Pereira Biscainho, from COPPE/UFRJ (in Portuguese). Download.

    21. Waldir Sabino da Silva Júnior, "Reconhecimento de Padrões Utilizando Filtros de Correlação com Análise de Componentes Principais", D.Sc., COPPE/UFRJ, July 2010, with Prof. Siome Klein Goldstein from the Instituto de Computação of Universidade Estadual de Campinas (UNICAMP) (in Portuguese). Download.

    22. Eddie Batista de Lima Filho, "Aplicações em Codificação de Sinais: O Casamento Aproximado de Padrões Multiescalas e a Codificação Distribuída de Eletrocardiograma", D.Sc., COPPE/UFRJ, November 2008, with Prof. Murilo Bresciani de Carvalho, from Departamento de Engenharia de Telecomunicações da Universidade Federal Fluminense (in Portuguese). Download.

    23. Sheila Cristina Zani, "Filtros Ótimos que Conservam Qualquer Ordem de Tendência", D.Sc., PUC-Rio, August 2008, with Prof. Reinaldo Castro e Souza (in Portuguese). Download.

    24. Lisandro Lovisolo, "Signal Representations using Redundant Dictionaries", COPPE/UFRJ, August 2006, with Prof. Paulo S. R. Diniz, from COPPE/UFRJ. In English. Title in Portuguese: "Representações de Sinais usando Dicionários Redundantes". Download.

    25. Rogério Caetano, "Video Coding using Generalized Bit-planes", COPPE/UFRJ, March 2004. In English. Title in Portuguese: "Codificação de Vídeo usando Planos de Bits Generalizados". Download.

    26. Cesar da Silva Barreto, "Codificação de Imagens utilizando Malhas Triangulares", COPPE/UFRJ, December 2004 (in Portuguese). Download.

    27. José Fernando Leite de Oliveira, "Modulação Codificada e Compressão de Sinais", COPPE/UFRJ, December 2003, with Prof. Gelson Vieira Mendonça (in Portuguese). Download.

    28. Maria Heveline Vieira Duarte, "Codificação de Imagens Estéreo usando Recorrência de Padrões", COPPE/UFRJ, August 2003, with Profa. Carla Liberal Pagliari, IME (in Portuguese). Download.

    29. Alexandre Pimentel Mendonça, "Algoritmos para Discriminação de Padrões em Imagens", COPPE/UFRJ, July 2003 (in Portuguese). Download.

    30. Sérgio Rodrigues Neves, "Algoritmos para Segmentação de Imagens Infravermelhas", COPPE/UFRJ, June 2003, with Prof. Gelson Vieira Mendonça. Download.

    31. Décio Ângelo Fonini Jr., "Successive Approximation Quantization", COPPE/UFRJ, March 2003, with Prof. Marcos Craizer, PUC-Rio. In English. Title in Portuguese: "Quantização por Aproximações Sucessivas". Download.

    32. Murilo Bresciani de Carvalho, "Multidimensional Signal Compression using Multiscale Recurrent Patterns", COPPE/UFRJ, April 2001, with Prof. Weiler Alves Finamore, CETUC/PUC-Rio. In English. Title in Portuguese: "Compressão de Sinais Multidimensionais usando Recorrência de Padrões Multiescalas". Download.

    33. Marco Antônio Macciola Rodrigues, "Efficient Decompositions for Signal Coding", COPPE/UFRJ, March 1999, with Prof. Paulo Sérgio Ramirez Diniz. In English. Title in Portuguese: "Decomposições Eficientes para Codificação de Sinais". Download.
    • Marcelo da Silva Pinho, 2000, Programa de Engenharia Elétrica, COPPE/UFRJ.
    • José Fernando Leite de Oliveira, 2005, 2006 and 2007, and since 2009, Programa de Engenharia Elétrica, COPPE/UFRJ.
    • Alessandro James Salvaterra Dutra, Programa de Engenharia Elétrica, COPPE/UFRJ, from 2010 to April 2012.
    • Marcela Cohen Martelotte, Programa de Engenharia Elétrica, COPPE/UFRJ, from 2014 to 2018.
    Teaching

    Undergraduate, Graduate and Short Courses.

    • Electric Circuits
    • Electric Circuits Labs.
    • Electronics
    • Electronics Labs.
    • Digital Systems
    • Digital Systems Labs.
    • Development Using Microprocessors
    • Digital Signal Processing
    • Digital Television
    • Communications Systems
    • Digital Communications
    • Digital Transmission
    • Operating Systems
    • Digital Image Processing
    • Data Compression
    • Topics in Digital Video Processing
    • Topics in Mathematical Morphology
    • Topics on Wavelets
    • Digital Watermarking
    • Digital Image Processing, 15-hour, at Universidade do Porto, Porto, Portugal, December 2004.
    • Error Correcting Codes, 15-hour, at Universidad Nacional del Sur, Bahia Blanca, Argentine, October 2001.
    • Multirate Signal Processing, 16-hour, at the Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), Puebla, México, July 1999.
    • Digital Signal Processing, 4-hour duration, at the First IEEE/CAS Tour, Rio de Janeiro and Buenos Aires, November 1998.
    • Transmission and Storage of Digital Video, at Instituto de Telecomunicações, Pólo de Coimbra, Portugal, July 1998. Duration: 12 hours. Together with Professor Gelson Vieira Mendonça, COPPE/UFRJ.
    • Digital Filters: from Basic Principles to New Trends, at the "First International Workshop on Design of Mixed-Mode Integrated Circuits and Applications", Cancun, Mexico, July, 30 1997. Together with Professor Paulo Sergio Ramirez Diniz, COPPE/UFRJ.
    Awards

    Awards

    ANP Innovation Prize, 2017

    For technological innovation in Brazil by a Brazilian institution in collaboration with an oil company. Project: Doris - A Mobile Robotic System for Remote Inspection of Offshore Instalations, developed with Petrobras, Brazil, and Statoil, Norway. Part of the team that developed the project.

    CAPES Ph.D. Thesis contest, 2013

    Special Mention for the Ph.D. thesis of Dr. Nelson Carreira Francisco, entitled Contributions to Efficient Coding of Images and Video Using Multiscale Recurrent Pattern Matching, supervised by Profs. Eduardo Antônio Barros da Silva from COPPE/UFRJ, and Nuno Miguel Morais Rodrigues from Instituto de Telecomunicações, Pólo de Leiria.

    Distinguished Collaborator of the Brazilian Army, 2010

    For his contributions on teaching, research and development projects with the Brazilian Army, 2010.

    Senior Member of the Brazilian Telecommunications Society, 2010

    Rio de Janeiro Senior Scientist Distinction, 2004-2018

    Received the Rio de Janeiro Senior Scientist distinction, from the Governor of Rio de Janeiro, in 2004, 2009, 2013, 2016 and 2018.

    Distinguished Lecturer of IEEE Circuits and System Society, 2003-2004

    Rio de Janeiro Young Scientist Distinction, 2000

    Received the Rio de Janeiro Young Scientist distinction, from the Governor of Rio de Janeiro, in 2000.

    1994 British Telecom Postgraduate Publication Prize for the paper

    1994 British Telecom Postgraduate Publication Prize for the paper "A DCT-based aliasing cancellation method in subband coding", published in IEEE Transactions on Circuits and Systems for Video Technology, vol. 3, no. 5, pp. 384-387, October 1993.

    Second place at the First Brazilian Mathematical Olympiad, 1979

    Organized by the Brazilian Mathematics Society, in 1979.

    Industry Consulting

    Industry Consulting

    PETROBRAS (Brazilian Oil Company)

    Big Data Methodologies Applied to Process Optimization, with CENPES, Petrobras, from COPPE/UFRJ. Coordinador. Period: 2019 to 2020.

    Application of Big Data Analytics Techniques for Identification of Operational Problems in Oil Wells, Production Line and Offshore Production Facilities, with CENPES, Petrobras, coordinated by Prof. Sergio Lima Netto from COPPE/UFRJ. Period: 2017.

    DORIS - A Mobile Robotic System for Remote Inspection of Offshore Facilities, with CENPES - Petrobras, and Statoil (Norway), coordinated by Prof. Ramon R. Costa. Coordinates the Signal and Video Processing subproject, that will build an automatic surveillance system using video and audio, for detecting abnormal events in offshore plattforms. Period: 2013 to 2016.

    Oil Reservoir Characterization using Information Theory, with CENPES - Petrobras, and Statoil (Norway), coordinated by Prof. Sergio L. Netto. Period: 2015 and 2016.

    Project "Offshore Production Systems with a High Degree of Automation", for Petrobras. Responsible for a team working in signal processing applications, including multimodal (video+audio) automatic surveillance systems, automatic alarms for rotating machines malfunctioning and compression of plant data. Period: 2011 to 2017

    Specialization Course for PETROBRAS, the Brazilian oil company. Teacher of the Analog to Digital and Digital to Analog Conversion module. Period: June 1990.

    SAMSUNG

    Light Field Compression, with Samsung Research Center Brazil. Coordinador. Period: 2018 to 2019.

    DELL - EMC

    Training in Computer Vision Techniques, with DELL-EMC, Coordinator. Period: 2017.

    Predictive maintenance of rotating machines in oil and gas production systems, with EMC Computer Systems Brasil. Uses information gathered from sensors in rotating machines for detecting, classifying and predicting failures in rotating machines. Coordinated by Prof. Sergio Lima Netto. Period: 2014 and 2015.

    Smart Data - Efficient Process Modeling for the Oil and Gas Industry, with EMC Computer Systems Brasil. Uses signal processing, sparsity and machine learning techniques for devising ways of optimizing oil production in plants by analysing large amounts of data gathered from sensors in oil plants. Coordinator. Period: 2014 and 2015.

    SIEMENS

    O&G Condition Monitoring: DP Vessel, Closed Ring Power System Fault Detection, with Siemens Norway. Coordinated by Prof. Marcello L. R. de Campos. Period: 2017.

    Situational Awareness, with Siemens Norway. Prospective project on several contributions of signal processing to situational awareness, with emphasis on the oil and gas industry. Coordinated by Prof. Marcello L. R. de Campos. Period: 2015.

    GLOBOSAT NETWORK (Brazilian Pay-TV provider)

    Advanced Digital TV course, for Globosat Network. 27 hours. Lecturer and coordinator of the course. Period: April to July 2014.

    Digital TV course, for Globosat Network. 64 hours. Lecturer and coordinator of the course. Period: March and April 2011, March to May 2013.

    HEWLETT-PACKARD

    Project MuQuE-3D (Multimedia Quality Evaluation - 3D), for HP Labs, Palo Alto, CA, together with HP Brasil. Research on quality evaluation of 3D augmented reality sequences. Coordinator and researcher of the project. Period: 2012 and 2013.

    Project MuQuE-VC (Multimedia Quality Evaluation - Videoconference), for HP Labs, Palo Alto, CA, together with HP Brasil. Research on quality evaluation of high definition videoconference signals, for images/video. Coordinator and researcher of the project. Period: 2009 to 2011.

    Project MuQuE (Multimedia Quality Evaluation), for HP Labs, Palo Alto, CA, together with HP Brasil. Research on quality evaluation of multimedia signals, both images/video and speech/audio. Coordinator and researcher of the project. Period: 2007 and 2008.

    GENERAL PUBLIC

    Digital TV course, open to the general public. 64 hours. Lecturer and coordinator of the course. Period: Five editions - 2007, 2008, 2009, 2010 and 2012.

    Image and Video Compression Standards, for Engineers of several Brazilian Television Companies. A 16-hour course, repeated 4 times. Period: 1997.

    ANATEL (National Telecommunications Agency)

    Digital TV course, for ANATEL (Brazilian Telecommunication regulation body). 56 hours. Lecturer and coordinator of the course. Period: February to April 2012.

    OI S.A.

    Digital TV course, for Oi (Brazilian telecommunication services provider, both fixed and mobile). 64 hours. Lecturer and coordinator of the course. Period: May to July 2008, May to July 2009 and May to July 2011.

    H264SETUP

    H264SETUP, a project involving many universities coordinated by Prof. Ricardo Lopes de Queiroz with the goal of developing guidelines for configuring H.264 encoders for use in TV Stations. Period: 2009 and 2010.

    H264 Hardware

    H264 Hardware, a project involving many universities coordinated by UFRGS with the goal of developing hardware for H.264 encoders and decoders. Period: 2008 to 2010.

    NOKIA

    Use of spectrum analysis techniques for testing the flip mechanism of mobile phones, for NOKIA and Fucapi, Manaus, Brazil. Period: January 2009 to December 2010.

    Several training courses for Nokia in GSM and GPRS systems, 2005 and 2006.

    INSTITUTO DE TECNOLOGIA JOSÉ SERGIO CARDOSO

    Development of face recognition algorithms, for the Instituto de Tecnologia José Sergio Cardoso, Manaus, Brazil. Period: February 2008 to January 2009.

    FUCAPI

    Training in Digital TV, for FUCAPI, Manaus, Brazil, 240hs. Coordinator of the course and Lecturer of the Video Compression and Digital TV Transmission disciplines. Period: March to August 2007.

    BRAZILIAN DIGITAL TELEVISION SYSTEM

    H.264 Brasil, that helped in the definition of the Brazilian Digital Television System. Coordinated the software team that worked in the video coding part. The team consisted of 9 Universities, (COPPE/UFRJ, PUC-Rio, UFF, IME, UNICAMP, UnB, UFRGS, UFRN, CEFET-CE. Period: 2005.

    StarOne

    DVB, a 16-hour course about Digital Television, satellite transmission and interactivity, for StarOne, a satellite telecommunications holding. Period: March 2004.

    SKY BRASIL

    Basic MPEG, a 16-hour course about image and video compression standards for SKY Brasil, a satellite pay-tv company. Period: November and December 2003, repeated 2 times.

    DVB-S, an 8-hour course about satellite transmission of Digital Television, for SKY Brasil, a satellite pay-tv company. Period: November 2002, repeated 4 times.

    SINDICOM (Petrol Distributors Sindicate)

    Technical report about electronic seals for petrol tanks, for Sindicom (Petrol Distributors Sindicate). Period: June 2003.

    MOTOROLA

    Error control codes, a 30-hour course for Motorola, Brazil. Period: March 2001.

    Downloads

    Course materials, Simulations, etc

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    Digital Communications

    Course Material - Download

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    Digital Image Processing

    Course Material - Download