???global.info.a_carregar???
Nuno M. M. Rodrigues graduated in 1997 and received the M.Sc. degree in 2000, from the University of Coimbra, Portugal. He concluded his Ph.D. degree from the University of Coimbra, in 2009, in collaboration with the Federal University of Rio de Janeiro, Brazil. Since 1997, he is a Professor in the Department of Electrical Engineering, in the Polytechnic University of Leiria (School of Technology and Management – ESTG), in Portugal. He has held several relevant management positions, including Vice President for Research of the Polytechnic University of Leiria (2018-2022), Vice Dean of ESTG (2014-2018) and coordinator of the bachelor degree in Electrical Engineering (2010-2013). He has been a member of several academic and management councils. He was the founding Coordinator of the Regional University Network - European University (www.run-eu.eu), from 2020 to 2022. Since 2000, he has been with Instituto de Telecomunicações, Portugal, where he is a Senior Researcher in the Multimedia Signal Processing group, in Leiria. He is a Senior Member of IEEE and a member of EURASIP - European Association of Signal Processing. He is the founding Chair of the Signal Processing Chapter of IEEE Portugal and a member of the Visual Signal Processing and Communications Technical Committee (VSPC TC), from the IEEE Circuit and Systems Society. He has coordinated and participated as a researcher in various national and international projects, funded by agencies like FCT, Horizon 2020 and Erasmus, including 4 FCT projects (2 of which he coordinated or co-coordinated), one COST action and more than 10 other national and international projects. He has supervised 3 concluded PhD and 10 concluded MSc thesis. He is the co-author of one book, 4 book chapters, 24 papers in international journals and more than 80 conference papers. He is or has been an Associate Editor of 4 international journals: IEEE Open Journal of Signal Processing, Signal Processing: Image Communication, EURASIP Journal on Image and Video Processing e APSIPA Transactions on Signal and Information Processing (ATSIP). He is a reviewer in the IEEE SPS Multimedia Signal Processing Technical Committee and regularly reviews papers for relevant international journals and conferences. His research interests include image and video coding and processing, for different signal modalities and applications. He is a member of the Standardization Subcommittee ISO/IEC JTC 1/SC 29 - Coding of audio, picture, multimedia and hypermedia Information. He has actively participated in the JPEG Pleno project contributing to the development of the JPEG Pleno Point Cloud Coding standard, with more than 20 authored contributions, as well authored several other deep learning-based techniques for point cloud coding and compressed domain processing. Main Research Areas • Image and video coding • Data compression and multimedia signal processing • Deep Learning-based point cloud coding and processing • Deep Learning-based event data coding and processing • Light field and Multiview image and video coding Publications • 1 Book • 23 Publications in international journals • 86 Publications in conferences • 4 Book chapters • 28 Contributions to international standardization activities (notably the JPEG Pleno Project) Thesis Supervision • 3 concluded thesis and 2 on-going PhD supervisions • 9 Concluded MSc Thesis Supervisions Associate Editor: • IEEE Open Journal of Signal Processing • Signal Processing: Image Communication • EURASIP Journal on Image and Video Processing • APSIPA Transactions on Signal and Information Processing (ATSIP) Reviewer of more than 200 journal and conference papers IEEE Senior Member (M 2000, SM 2023) • Chair of the IEEE Portugal Signal Processing Chapter • Reviewer - IEEE SPS Multimedia Signal Processing Technical Committee • Member of the Visual Signal Processing and Communications (VSPC) Technical Committee, from the IEEE CAS
Read full resume ↓
Identification

Personal identification

Full name
NUNO MIGUEL MORAIS RODRIGUES

Citation names

  • Rodrigues, Nuno M. M.

Author identifiers

Ciência ID
6917-B121-4E34
ORCID iD
0000-0001-9536-1017

Email addresses

  • nuno.rodrigues@ipleiria.pt (Professional)
  • nuno.rodrigues@co.it.pt (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Upper intermediate (B2) Advanced (C1) Elementary (A2) Advanced (C1)
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
French Upper intermediate (B2) Upper intermediate (B2) Elementary (A2) Upper intermediate (B2)
Education
Degree Classification
2022/09/02 - 2022/11/04
Concluded
 xBA - Exponential Business Administration (Pós-Graduação)
Universidade NOVA de Lisboa NOVA School of Business and Economics, Portugal
2009/03/18
Concluded
 Doutoramento em Eng. Electrotécnica (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Mulriscale recurrent pattern algorithms for image and video coding" (THESIS/DISSERTATION)
 Louvor e distinção por unanimidade
2000
Concluded
 Mestrado em Eng. Electrotécnica (Mestrado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Codificação de Vídeo utilizando Transformações Geométricas e de Luminância" (THESIS/DISSERTATION)
 Muito Bom
1997
Concluded
 Engenharia Electrotécnica (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Navegação de um robot móvel" (THESIS/DISSERTATION)
 16 valores
Affiliation

Science

Category
Host institution 		Employer
2000 - Current Researcher (Research) Instituto de Telecomunicações, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2022/08/22 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2010/05/13 - 2022/08/21 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2001/03/01 - 2010/05/13 Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico de Leiria, Portugal
1997/10/01 - 2001/03/01 Assistant (Polytechnic Teacher) Instituto Politecnico de Leiria, Portugal

Positions / Appointments

Category
Host institution 		Employer
2018/05/15 - 2022/09/22 Vice-President Instituto Politecnico de Leiria, Portugal
2014/02/26 - 2018/02/28 Organic Unit Sub-director Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2010/02 - 2013/05 Coordenador de Curso de Licenciatura em Eng. Eletrotécnica Instituto Politecnico de Leiria, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Projects

Contract

Designation Funders
2022/10/19 - 2025/12/31 Embalagem do Futuro | + ECOLÓGICA + DIGITAL + INCLUSIVA”, PPS13 - "A new solution for Smart Package Tracking
Embalagem do futuro
Researcher
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
 European Commission
Ongoing
2022/01/01 - 2024/12/31 Deep learning-based Point Cloud Representation (Deep-PCR)
PTDC/EEI-COM/1125/2021
Co Investigador Responsável
Instituto de Telecomunicações, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2021/10/01 - 2023/09/30 RUN-EU PLUS - ProfessionaL Research Programmes for BUsiness and Society
101035816
Researcher
Instituto Politécnico de Leiria, Portugal
 European Commission
2021/10 - 2023/09 RUN-EU PLUS - ProfessionaL Research Programmes for BUsiness and Society
101035816
 Horizon 2020
2020/04/01 - 2023/04/01 SmartSIGN S2X - Desenvolvimento de sinalização rodoviária inteligente
POCI-01-0247-FEDER-039693
Researcher
Instituto Politecnico de Leiria, Portugal
 Autoridade de Gestão do Programa Operacional Competitividade e Internacionalização

Portugal 2020

European Union
Concluded
2020/11/01 - 2022/09/22 Regional University Network - European University (RUN-EU)
101004068
Principal investigator
Instituto Politécnico de Leiria, Portugal
 European Commission
Ongoing
2015 - 2021 U-Bike Portugal - Operação Politécnico de Leiria
POSEUR-01-1407-FC-000002
Researcher
Instituto Politécnico de Leiria, Portugal
 Instituto da Mobilidade e dos Transportes IP

European Union

Portugal 2020

Programa Operacional Sustentabilidade e Eficiência no Uso de Recursos (POSEUR)
Concluded
2016/06/01 - 2018/05/01 LIFESYS - Light Field Processing and Encoding System
UID/EEA/50008
Researcher
Instituto de Telecomunicações, Portugal
 Instituto de Telecomunicações

Fundação para a Ciência e a Tecnologia
Concluded
2014/09/01 - 2017/05/31 OPAC - Optimization of Pattern matching Compression Algorithms for GPUs
P01270
Researcher
Instituto de Telecomunicações, Portugal
 Instituto de Telecomunicações
Concluded
2014/09/01 - 2016/09/01 MEDICOMP - Spatiotemporal compression of volumetric medical images
MEDICOMP
Researcher
Instituto de Telecomunicações, Portugal
 Instituto de Telecomunicações
Concluded
2012/05/22 - 2016/05/01 3D-ConTourNet - 3D Content Creation, Coding and Transmission over Future Media Networks | ICT COST Action IC1105
ICT COST Action IC1105
Researcher
Instituto de Telecomunicações, Portugal
 European Commission
Concluded
2013/01/01 - 2015/03/01 UDICMI - Ultra High Definition Image Communication for Medical Imaging
CENTRO-07-ST24-FEDER-002022
Researcher
Instituto de Telecomunicações, Portugal
 Comissão de Coordenação e Desenvolvimento Regional do Centro
Concluded
2013/01 - 2015/03 UDICMI - Ultra High Definition Image Communication for Medical Imaging
CENTRO-07-ST24-FEDER-002022
 Comissão de Coordenação e Desenvolvimento Regional do Centro
2011/06/01 - 2014/08/01 MUVIDISCO - Multiview Video Disparity Compensation using Geometric Transforms
IT/LA/P01082/2011
Researcher
Instituto de Telecomunicações, Portugal
 Instituto de Telecomunicações
Concluded
2012/01/01 - 2014/06/30 EPIC - Efficient Pattern-matching Image Compression on many-core systems
PTDC/EIA-EIA/122774/2010
Principal investigator
Instituto de Telecomunicações, Portugal

Instituto Politécnico de Leiria, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/01/01 - 2012/07/31 COMUVI - Compression of Multiview video
PTDC/EEA-TEL/099387/2008
Researcher
Instituto de Telecomunicações, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2009/11/01 - 2011/10/31 P3DTV - Performance Optimisation in 3D TV Broadcasting Services
P3DTV IT/IPLeiria/2009
Researcher
Instituto Politécnico de Leiria, Portugal
 Instituto Politécnico de Leiria
Concluded
2009 - 2011 Compressão Eficiente de Sinais com Correspondência Aproximada de Padrões Recorrentes Multiescala
CAPES/2009
Researcher
Instituto de Telecomunicações, Portugal
 Fundação para a Ciência e a Tecnologia

CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Brasil
Concluded
2007/10/01 - 2010/09/30 SCODE- Scanned COmpound Document Encoder
PTDC/EEA-TEL/66462/2006
Researcher
Instituto de Telecomunicações, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2003 - 2008 SKYGUARDIAN - Desenvolvimento de uma Aeronave de Observação Não Tripulada
SKYGUARDIAN/IPLeiria
Researcher
Instituto Politécnico de Leiria, Portugal
 Instituto Politécnico de Leiria
Concluded
Outputs

Publications

Book
  1. Rosário Lucas, Luís Filipe; Barros da Silva, Eduardo Antônio; Maciel de Faria, Sérgio Manuel; Morais Rodrigues, Nuno Miguel; Liberal Pagliari, Carla. Efficient Predictive Algorithms for Image Compression. Springer International Publishing. 2017.
    10.1007/978-3-319-51180-1
Book chapter
  1. Debono, Carl James; Domanski, Marek; de Faria, Sérgio M. M.; Klimaszewski, Krzysztof; Lucas, Luís F. R.; Rodrigues, Nuno M. M.; Wegner, Krzysztof. "Efficient Depth-Based Coding". In 3D Visual Content Creation, Coding and Delivery, 97-114. Springer International Publishing, 2018.
    10.1007/978-3-319-77842-6_4
  2. Domanski, Marek; Grajek, Tomasz; Conti, Caroline; Debono, Carl James; de Faria, Sérgio M. M.; Kovacs, Peter; Lucas, Luís F. R.; et al. "Emerging Imaging Technologies: Trends and Challenges". In 3D Visual Content Creation, Coding and Delivery, 5-39. Springer International Publishing, 2018.
    10.1007/978-3-319-77842-6_2
  3. Debono, Carl James; Faria, Sérgio; Lucas, Luís; Rodrigues, Nuno. "Depth Map Coding for 3DTV Applications". In Connected Media in the Future Internet Era, 135-165. Springer New York, 2016.
    10.1007/978-1-4939-4026-4_6
  4. Faria, Sérgio M. M.; Debono, Carl J.; Nunes, Paulo; Rodrigues, Nuno M. M.. "3D Video Representation and Coding". In Novel 3D Media Technologies, 25-48. Springer New York, 2014.
    10.1007/978-1-4939-2026-6_3
Conference paper
  1. Ghafari, Mohammadreza; Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Point Cloud Geometry Coding with Relational Neighborhood Self-Attention". 2024.
    10.1109/mmsp61759.2024.10743834
  2. Ghafari, Mohammadreza; Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Learning-Based Point Cloud Decoding with Independent and Scalable Reduced Complexity". 2024.
    10.1109/icip51287.2024.10648276
  3. Mari, Daniele; Guarda, André F. R.; Rodrigues, Nuno M. M.; Milani, Simone; Pereira, Fernando. "Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator". 2024.
    10.1109/icip51287.2024.10647489
  4. Mohammadreza Ghafari; Guarda, André; Fernando Manuel Bernardo Pereira (8010-A48A-90F0). "Deep Learning-based Point Cloud Geometry Coding with Attention Models". Paper presented in IEEE International Symposium on Multimedia (ISM), Laguna Hills, 2023.
    Published
  5. Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards". 2023.
    10.1109/icip49359.2023.10222190
  6. Seleem, Abdelrahman; Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-Based Compressed Domain Point Cloud Classification". 2023.
    10.1109/icip49359.2023.10222160
  7. Seleem, Abdelrahman; Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Impact of Conventional and Deep Learning-based Point Cloud Geometry Coding on Deep Learning-based Classification Performance". Paper presented in IEEE International Symposium on Multimedia, Naples, 2022.
    Published • 10.1109/ism55400.2022.00016
  8. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Point Cloud Geometry Scalable Coding With a Single End-to-End Deep Learning Model". Paper presented in 2020 IEEE International Conference on Image Processing (ICIP), 2020.
    Published • 10.1109/icip40778.2020.9191021
  9. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-based Point Cloud Geometry Coding with Resolution Scalability". Paper presented in 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 2020.
    10.1109/mmsp48831.2020.9287060
  10. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-Based Point Cloud Geometry Coding: RD Control Through Implicit and Explicit Quantization". Paper presented in 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2020.
    Published • 10.1109/icmew46912.2020.9106022
  11. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Point Cloud Coding: Adopting a Deep Learning-based Approach". Paper presented in 2019 Picture Coding Symposium (PCS), 2019.
    Published • 10.1109/pcs48520.2019.8954537
  12. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-Based Point Cloud Coding: A Behavior and Performance Study". Paper presented in 2019 8th European Workshop on Visual Information Processing (EUVIP), 2019.
    Published • 10.1109/euvip47703.2019.8946211
  13. Ricardo Monteiro, J. S.; Nuno Rodrigues, M. M.; Sergio Faria, M. M.; Paulo Nunes, J. L.. "Optimized Reference Picture Selection for Light Field Image Coding". Paper presented in 2019 27th European Signal Processing Conference (EUSIPCO), 2019.
    Published • 10.23919/eusipco.2019.8902555
  14. Monteiro, Ricardo J. S.; Nunes, Paulo J. L.; Faria, Sergio M. M.; Rodrigues, Nuno M. M.. "Light Field Image Coding using High Order Prediction Training". 2018.
    Published • 10.23919/eusipco.2018.8553150
  15. Monteiro, Ricardo; Nunes, Paulo; Rodrigues, Nuno; Faria, Sérgio. "Light field image coding: objective performance assessment of Lenslet and 4D LF data representations". Paper presented in SPIE Optical Engineering + Applications, 2018.
    Published • 10.1117/12.2322713
  16. Guarda, Andre F. R.; Bioucas-Dias, Jose M.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Improving point cloud to surface reconstruction with generalized Tikhonov regularization". Paper presented in 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017.
    Published • 10.1109/mmsp.2017.8122287
  17. Cordeiro, Pedro; Falcao, Gabriel; Domingues, Patricio; Rodrigues, Nuno; Faria, Sergio. "Energy-Efficient and Portable Least Squares Prediction for Image Coding on a Mobile GPU". Paper presented in 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), 2017.
    Published • 10.1109/pdp.2017.97
  18. Santos, Joao M.; Guarda, Andre F. R.; da Silva Cruz, Luis A.; Rodrigues, Nuno M. M.; Faria, Sergio M. M.. "Compression of medical images using MRP with bi-directional prediction and histogram packing". Paper presented in 2016 Picture Coding Symposium (PCS), 2016.
    10.1109/pcs.2016.7906386
  19. Pereira, Pedro M. M.; Domingues, Patricio; Rodrigues, Nuno M. M.; Faria, Sergio M. M.; Falcao, Gabriel. "Optimized fast Walsh-Hadamard transform on OpenCL-GPU and OpenCL-CPU". Paper presented in 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA), 2016.
    Published • 10.1109/ipta.2016.7820984
  20. Monteiro, Ricardo; Lucas, Luis; Conti, Caroline; Nunes, Paulo; Rodrigues, Nuno; Faria, Sergio; Pagliari, Carla; da Silva, Eduardo; Soares, Luis. "Light field HEVC-based image coding using locally linear embedding and self-similarity compensated prediction". Paper presented in 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2016.
    Published • 10.1109/icmew.2016.7574670
  21. Rodrigues, Nuno M. M.; Pedro M. M. Pereira; Patricio Domingues; Gabriel Falcao Paiva Fernandes; Faria, Sérgio M. M. de. "Optimizing GPU code for CPU execution using OpenCL and vectorization: a case study on image coding". Paper presented in ICA3PP: International Conference on Algorithms and Architectures for Parallel Processing, 2016.
    Published
  22. Santos, Joao M.; Guarda, Andre F. R.; Rodrigues, Nuno M. M.; Faria, Sergio M. M.. "Contributions to lossless coding of medical images using minimum rate predictors". Paper presented in 2015 IEEE International Conference on Image Processing (ICIP), 2015.
    Published • 10.1109/icip.2015.7351340
  23. Santos, Joao M.; Guarda, Andre F. R.; Rodrigues, Nuno M. M.; Faria, Sergio M. M.. "Contributions to lossless coding of medical images using minimum rate predictors". Paper presented in 2015 IEEE International Conference on Image Processing (ICIP), 2015.
    Published • 10.1109/icip.2015.7351340
  24. Monteiro, Ricardo J. S.; Rodrigues, Nuno M. M.; Faria, Sergio M. M.. "Geometric transforms and reference picture list optimization for efficient disparity compensation". Paper presented in 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015.
    Published • 10.1109/ipta.2015.7367168
  25. Lucas, Luis F. R.; Rodrigues, Nuno M. M.; Pagliari, Carla L.; da Silva, Eduardo A. B.; de Faria, Sergio M. M.. "Sparse least-squares prediction for intra image coding". Paper presented in 2015 IEEE International Conference on Image Processing (ICIP), 2015.
    Published • 10.1109/icip.2015.7350973
  26. Rodrigues, Nuno M. M.; André Filipe Rodrigues Guarda (F811-146F-4EE9); João Miguel Pereira da Silva Santos; Luis Alberto da Silva Cruz; Pedro A. Amado Assuncao; Faria, Sérgio M. M. de. "Orientation dependent inter-slice prediction for volumetric medical images". Paper presented in Conf. on Telecommunications - ConfTele, 2015.
    Published
  27. Rodrigues, Nuno M. M.; Patricio Domingues; João Crespo da Silva; Faria, Sérgio M. M. de; Gabriel Falcao Paiva Fernandes; Murilo Bresciani Carvalho. "Assessment of OpenCL performance on NVIDIA and AMD GPUs". Paper presented in Conf. on Telecommunications - ConfTele, 2015.
    Published
  28. Rodrigues, Nuno M. M.; Ricardo jorge Santos Monteiro; Caroline Conti; Paulo J. L. Nunes; Faria, Sérgio M. M. de; Soares, Luís Ducla. "HEVC Compatible 3D Holoscopic Image Coding using Multiple Partitions". Paper presented in Conf. on Telecommunications - ConfTele, 2015.
    Published
  29. Rodrigues, Nuno M. M.; Filipe Xavier Gama; Faria, Sérgio M. M. de. "Refinement of Depth Maps Generated by RGB-D Sensors". Paper presented in Conf. on Telecommunications - ConfTele, 2015.
    Published
  30. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Carla L. Pagliari; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de. "Improving the emergent 3D-HEVC standard with a highly predictive depth map coding algorithm". Paper presented in Conf. on Telecommunications - ConfTele, 2015.
    Published
  31. Domingues, P.; Silva, J.; Ribeiro, T.; Rodrigues, N.M.M.; De Carvalho, M.B.; De Faria, S.M.M.. "Optimizing memory usage and accesses on CUDA-based recurrent pattern matching image compression". Paper presented in Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, 2014.
    Published • 10.1007/978-3-319-09147-1_41
  32. Guarda, A.F.R.; Santos, J.M.; Graziosi, D.B.; Rodrigues, N.M.M.; Faria, S.M.M.. "A novel trilateral filter technique for depth map processing in 3D video coding". 2014.
    10.1109/3DTV.2014.6874731
  33. Monteiro, R.J.S.; Rodrigues, N.M.M.; Faria, S.M.M.. "Disparity compensation using geometric transforms". 2014.
    10.1109/3DTV.2014.6874751
  34. de Oliveira, Anderson V. C.; Rodrigues, Nuno M. M.; de Faria, Sergio M. M.; da Silva, Eduardo A. B.; Pagliari, Carla L.. "Image coding using Variable-Size Transforms and a full binary tree recursive optimization". Paper presented in 2014 International Telecommunications Symposium (ITS), 2014.
    Published • 10.1109/its.2014.6948006
  35. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Caroline Conti; Paulo J. L. Nunes; Soares, Luís Ducla; Carla L. Pagliari; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de. "Locally Linear Embedding-Based Prediction for 3D Holoscopic Image Coding Using HEVC". Paper presented in European Signal Processing Conference EUSIPCO, 2014.
    Published
  36. Francisco, 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.
    10.1109/ISCAS.2013.6572120
  37. Lucas, L.F.R.; Rodrigues, N.M.M.; Pagliari, C.L.; Da Silva, E.A.B.; De Farla, S.M.M.. "Predictive depth map coding for efficient virtual view synthesis". 2013.
    10.1109/ICIP.2013.6738424
  38. Silva, Renam; Lucas, Luís; Silva, Eduardo; Pagliari, Carla; Rodrigues, Nuno; Faria, Sérgio. "Compressão de mapas de profundidade usando predição e funções polinomiais". Paper presented in Anais de XXXI Simpósio Brasileiro de Telecomunicações, 2013.
    Published • 10.14209/sbrt.2013.102
  39. Rodrigues, Nuno M. M.; João Filipe Monteiro Carreira; Faria, Sérgio M. M. de; Pedro A. Amado Assuncao. "Frame Loss Concealment for H.264/AVC Stereo Video Decoders". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  40. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Carla L. Pagliari; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de. "Improving the Multidimensional Multiscale Parser Algorithm for Intra Image Coding". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  41. Rodrigues, Nuno M. M.; Nelson Carreira Francisco; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de. "Volumetric Directional Prediction for Video Compression". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  42. Rodrigues, Nuno M. M.; Gilberto Jorge; Faria, Sérgio M. M. de. "Affine transform interview enhancement in spatial asymmetric stereo video decoding". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  43. Rodrigues, Nuno M. M.; Graziosi, Danillo; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Dong Tian; Anthony Vetro. "Analysis of Depth Map Resampling Filters for Depth-based 3D Video Coding". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  44. Rodrigues, Nuno M. M.; Diego Felix de Souza; João Miguel Duarte Ascenso; Faria, Sérgio M. M. de; Fernando Manuel Bernardo Pereira (8010-A48A-90F0). "Improving H.264/AVC Video Coding with Geometric Transforms". Paper presented in Conf. on Telecommunications - ConfTele 2013, 2013.
    Published
  45. Carreira, J.; Assuncao, P.; Rodrigues, N.; Faria, S.. "Frame loss concealment for 3D video decoders based on disparity-compensated motion field". 2012.
    10.1109/3DTV.2012.6365468
  46. 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.
    10.1109/ICIP.2012.6467107
  47. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Carla L. Pagliari; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de. "Codificação Eficiente de Mapas de Profundidade com base em Predição e Aproximação Linear". Paper presented in Simpósio Brasileiro de Telecomunicações SBrT, 2012.
    Published
  48. Pinto, L.; Carreira, J.; Faria, S.; Rodrigues, N.; Assuncao, P.. "Subjective quality factors in packet 3D video". 2011.
    10.1109/QoMEX.2011.6065694
  49. Francisco, N.C.; Zaghetto, A.; Macchiavello, B.; Da Silva, E.A.B.; Lima-Marques, M.; Rodrigues, N.M.M.; De Faria, S.M.M.. "Compression of touchless multiview fingerprints". 2011.
    10.1109/BIOMS.2011.6052380
  50. Lucas, L.F.R.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Faria, S.M.M.. "Adaptive least squares prediction for stereo image coding". 2011.
    10.1109/ICIP.2011.6115872
  51. 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". 2011.
    10.1109/EUROCON.2011.5929292
  52. Francisco, N.C.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.. "Computational complexity reduction methods for multiscale recurrent pattern algorithms". 2011.
    10.1109/EUROCON.2011.5929396
  53. Graziosi, Danillo; Pagliari, Carla; Rodrigues, Nuno; Carvalho, Murilo; Silva, Eduardo; Faria, Sérgio. "Codificação de mapas de profundidade usando casamento de padrões multiescalas". Paper presented in Anais de XXIX Simpósio Brasileiro de Telecomunicações, 2011.
    Published • 10.14209/sbrt.2011.202
  54. Lucas, L.F.R.; Rodrigues, N.M.M.; De-Faria, S.M.M.; Da-Silva, E.A.B.; De-Carvalho, M.B.; Da-Silva, V.M.M.. "Intra-prediction for color image coding using YUV correlation". 2010.
    10.1109/ICIP.2010.5653834
  55. Graziosi, D.B.; Rodrigues, N.M.M.; Pagliari, C.L.; Da Silva, E.A.B.; De Faria, S.M.M.; Perez, M.M.; De Carvalho, M.B.. "Multiscale recurrent pattern matching approach for depth map coding". 2010.
    10.1109/PCS.2010.5702490
  56. Carreira, J.; Pinto, L.; Rodrigues, N.; Faria, S.; Assuncao, P.. "Subjective assessment of frame loss concealment methods in 3D video". 2010.
    10.1109/PCS.2010.5702455
  57. Graziosi, D.B.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Faria, S.M.M.; De Carvalho, M.B.. "Improving multiscale recurrent pattern image coding with least-squares prediction mode". 2009.
    10.1109/ICIP.2009.5414219
  58. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Faria, Sérgio M. M. de. "Compound Image Segmentation for Multiscale Recurrent Pattern Coding". Paper presented in Conf. on Telecommunications - ConfTele 2009, 2009.
    Published
  59. Rodrigues, Nuno M. M.; Graziosi, Danillo; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de. "Fast Implementation for Multiscale Recurrent Pattern Image Coding". Paper presented in Conf. on Telecommunications - ConfTele 2009, 2009.
    Published
  60. Rodrigues, Nuno M. M.; Barros da Silva, Eduardo Antônio; Alessandro Dutra; Faria, Sérgio M. M. de; Vítor M. M. Silva. "Otimização Taxa-Distorção para Quadros-B no Padrão H.264/AVC". Paper presented in Simpósio Brasileiro de Telecomunicações SBrT, 2009.
    Published
  61. Rodrigues, Nuno M. M.; Graziosi, Danillo; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de; Murilo Bresciani Carvalho; Vítor M. M. Silva. "Codificação de Imagens com Predição Adaptativa Baseada no Critério de Mínimos Quadrados". Paper presented in Simpósio Brasileiro de Telecomunicações SBrT, 2009.
    Published
  62. Francisco, N.C.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.; Reis, M.J.C.S.. "Multiscale recurrent pattern image coding with a flexible partition scheme". 2008.
    10.1109/ICIP.2008.4711711
  63. Francisco, N.C.; Sardo, R.N.R.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.; Reis, M.J.C.S.. "A COMPOUND IMAGE ENCODER BASED ON THE MULTISCALE RECURRENT PATTERN ALGORITHM". 2008.
    10.5220/0001940601620167
  64. Rodrigues, Nuno M. M.; Nelson Carreira Francisco; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Manuel Cabral Reis. "Casamento Aproximado de Padrões Multiescala com Segmentação Flexível e Treino do Dicionário". Paper presented in Simpósio Brasileiro de Telecomunicações SBrT, 2008.
    Published
  65. Francisco, Nelson C.; Rodrigues, Nuno M. M.; da Silva, Eduardo A. B.; de Carvalho, Murilo B.; de Faria, Sergio M. M.; da Silva, Vitor M. M.; Reis, M.J.C.S.. "Casamento Aproximado de Padrões Multiescala em Segmentação Flexível e Treino do Dicionário". Paper presented in XXVI Simpósio Brasileiro de Telecomunicações (SBrT), Rio de Janeiro, 2008.
    Published
  66. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.. "On overriding H. 264/AVC B-slice predicted residue coding". 2007.
  67. Rodrigues, Nuno M. M.; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Vítor M. M. Silva. "Multiscale Recurrent Pattern Predictive Image Coding with Template Matching". Paper presented in Conf. on Telecommunications - ConfTele, 2007.
    Published
  68. Rodrigues, N.M.M.; Da Silva, E.A.B.; De 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.
    10.1109/ITS.2006.4433280
  69. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.. "Improving H.264/AVC inter compression with multiscale recurrent patterns". 2006.
    10.1109/ICIP.2006.312585
  70. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; Faria, S.M.M.; Da Silva, V.M.M.. "An efficient H.264-based video encoder using multiscale recurrent patterns". 2006.
    10.1117/12.680355
  71. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.; Nuno M. M. Rodrigues; Eduardo Antônio da Silva; et al. "Improving multiscale recurrent pattern image coding with deblocking filtering". 2006.
  72. Rodrigues, N.M.M.; da Silva, E.A.B.; de Carvalho, M.B.; de Faria, S.M.M.; da Silva, V.M.M.; Pinage, F.. "Efficient dictionary design for multiscale recurrent pattern image coding". 2006.
    10.1109/iscas.2006.1693739
  73. Rodrigues, Nuno M. M.; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Vítor M. M. Silva. "Basis Optimisation for Multiscale Recurrent Pattern Coding". Paper presented in Mathematical Techniques and Problems in Telecommunications, 2006.
    Published
  74. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.. "Universal image coding using multiscale recurrent patterns and prediction". 2005.
    10.1109/ICIP.2005.1530037
  75. Rodrigues, Nuno M. M.; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Vítor M. M. Silva. "Image Predictive Coding using Multiscale Recurrent Patterns". Paper presented in International Conf. on Telecommunications - ICT, 2005.
    Published
  76. Rodrigues, Nuno M. M.; Barros da Silva, Eduardo Antônio; Murilo Bresciani Carvalho; Faria, Sérgio M. M. de; Vítor M. M. Silva. "H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results". Paper presented in International Workshop on Very Low Bitrate Video, 2005.
    Published
  77. Louro, L.; Santos, P.; Rodrigues, N.; Silva, V.; Faria, S.. "DSP performance evaluation for motion estimation". 2003.
    10.1109/ISSPA.2003.1224834
  78. Rodrigues, Nuno M. M.; Faria, Sérgio M. M. de; Pedro A. Amado Assuncao; Luís M. M. Mendes; Carla A. C. Lopes; Carlos M. N. G. Ribeiro; Silva, Catarina; João S. Pereira; Luís F. N. Alves. "Sistema de Controlo e Comunicações de uma Aeronave Não Tripulada - SkyGu@rdian". Paper presented in Conf. da Engenharia - UBIEngenharias, 2003.
    Published
  79. Rodrigues, N.M.M.; Da Silva, V.M.M.; De Faria, S.M.M.. "Luminance transformations for stereoscopic low bit rate video coding". 2001.
  80. Rodrigues, N.M.M.; da Silva, V.M.M.; de Faria, S.M.M.. "Hierarchical motion compensation with spatial and luminance transformations". 2001.
    10.1109/icip.2001.958165
  81. Rodrigues, Nuno M. M.; Luís F. N. Alves; Luís M. M. Mendes; Carla A. C. Lopes; Fernandes, Telmo Rui Carvalhinho Cunha; Pedro A. Amado Assuncao; Faria, Sérgio M. M. de; Mónica J. C. Figueiredo. "SimSAT – Desenvolvimento de Satélites de Baixa Altitude". Paper presented in Encontro do Colégio de Electrotecnia da Ordem dos Engenheiros, 2001.
    Published
  82. Rodrigues, Nuno M. M.; Vítor M. M. Silva; Faria, Sérgio M. M. de. "Low Bit Rate Video Coding with Spatial and Luminance Transformations". Paper presented in Conf. on Telecommunications - ConfTele, 2001.
    Published
  83. Rodrigues, Nuno M. M.; António Silva; Faria, Sérgio M. M. de. "MPEG-4 Low Bit Rate Video Coding Using 2D Mesh". Paper presented in Conf. on Telecommunications - ConfTele, 2001.
    Published
  84. Rodrigues, Nuno M. M.; António Silva; Faria, Sérgio M. M. de. "Low bit rate MPEG-4 video coding with 2D Mesh". Paper presented in South-American Workshop on Circuits and Systems - SAWCAS, 2000.
    Published
  85. Rodrigues, Nuno M. M.; Faria, Sérgio M. M. de. "Generic Geometric Transform Motion Compensation for Video Coding". Paper presented in IASTED Conf. on Signal and Image Processing, 1999.
    Published
  86. Rodrigues, Nuno M. M.; Faria, Sérgio M. M. de; Vítor M. M. Silva. "General Geometric Transform for Video Compression". Paper presented in International Conf. on Telecommunications - ICT, 1999.
    Published
  87. Rodrigues, Nuno M. M.; Faria, Sérgio M. M. de; Vítor M. M. Silva. "Low Bit Rate Video Coding with Geometric Transformation". Paper presented in IASTED Conf. on Signal and Image Processing, 1999.
    Published
  88. Rodrigues, Nuno M. M.; Silva, Catarina; Paulo Menezes; Jorge Dias. "Landmark-Based Navigation of a Mobile Platform". Paper presented in European Advances Robotics Systems Development - Mobile Robotics, Leiria, 1998.
    Published
Journal article
  1. Guarda, André F. R.; Ruivo, Manuel; Coelho, Luís; Seleem, Abdelrahman; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-Based Point Cloud Coding and Super-Resolution: A Joint Geometry and Color Approach". IEEE Transactions on Multimedia 27 (2025): 914-926. https://doi.org/10.1109/tmm.2023.3338081.
    10.1109/tmm.2023.3338081
  2. Seleem, Abdelrahman; Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Adaptive bridge model for compressed domain point cloud classification". EURASIP Journal on Image and Video Processing 2024 1 (2024): https://doi.org/10.1186/s13640-024-00631-6.
    10.1186/s13640-024-00631-6
  3. Seleem, Abdelrahman; Guarda, André F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Deep Learning-Based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification". IEEE Access 11 (2023): 128979-128997. http://dx.doi.org/10.1109/access.2023.3332599.
    Open access • 10.1109/access.2023.3332599
  4. Guarda, Andre F. R.; Rodrigues, Nuno M. M.; Pereira, Fernando. "Neighborhood Adaptive Loss Function for Deep Learning-Based Point Cloud Coding With Implicit and Explicit Quantization". IEEE MultiMedia 28 3 (2021): 107-116. http://dx.doi.org/10.1109/mmul.2020.3046691.
    10.1109/mmul.2020.3046691
  5. Monteiro, Ricardo J.S.; Rodrigues, Nuno M.M.; Faria, Sérgio M.M.; Nunes, Paulo J.L.. "Light field image coding with flexible viewpoint scalability and random access". Signal Processing: Image Communication 94 (2021): 116202. http://dx.doi.org/10.1016/j.image.2021.116202.
    10.1016/j.image.2021.116202
  6. Andre F. R. Guarda; Nuno M. M. Rodrigues; Fernando Pereira. "Adaptive Deep Learning-Based Point Cloud Geometry Coding". IEEE Journal of Selected Topics in Signal Processing 15 2 (2021): 415-430. https://doi.org/10.1109/JSTSP.2020.3047520.
    10.1109/JSTSP.2020.3047520
  7. Monteiro, Ricardo J. S.; Rodrigues, Nuno M. M.; Faria, Sergio M. M.; Nunes, Paulo J. L.. "Light Field Image Coding Based on Hybrid Data Representation". IEEE Access 8 (2020): 115728-115744. http://dx.doi.org/10.1109/access.2020.3004625.
    Published • 10.1109/access.2020.3004625
  8. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando. "Constant Size Point Cloud Clustering: a Compact, Non-Overlapping Solution". IEEE Transactions on Multimedia (2020): 1-1. http://dx.doi.org/10.1109/tmm.2020.2974325.
    Published • 10.1109/tmm.2020.2974325
  9. Guarda, André F.R.; Santos, João M.; da Silva Cruz, Luís A.; Assunção, Pedro A.A.; Rodrigues, Nuno M.M.; de Faria, Sérgio M.M.. "A method to improve HEVC lossless coding of volumetric medical images". Signal Processing: Image Communication 59 (2017): 96-104. http://dx.doi.org/10.1016/j.image.2017.02.002.
    10.1016/j.image.2017.02.002
  10. Lucas, Luis F. R.; Rodrigues, Nuno M. M.; da Silva Cruz, Luis A.; de Faria, Sergio M. M.; Luís Filipe Rosário Lucas; Nuno M. M. Rodrigues; Luis A da Silva Cruz; Faria, S.M.M.. "Lossless Compression of Medical Images Using 3-D Predictors". IEEE Transactions on Medical Imaging 36 11 (2017): 2250-2260. http://dx.doi.org/10.1109/tmi.2017.2714640.
    10.1109/tmi.2017.2714640
  11. Ricardo Jorge Santos Monteiro; Paulo Nunes; Nuno M. M. Rodrigues; Faria, S.M.M.. "Light Field Image Coding Using High-Order Intrablock Prediction". IEEE Journal on Selected Topics in Signal Processing 11 7 (2017): 1120-1131. http://www.it.pt/Publications/PaperJournal/22665.
    10.1109/JSTSP.2017.2721358
  12. Pereira, Pedro M.M.; Domingues, Patricio; Rodrigues, Nuno M. M.; Falcao, Gabriel; Faria, Sergio M. M. "Assessing the Performance and Energy Usage of Multi-CPUs, Multi-Core and Many-Core Systems : The MMP Image Encoder Case Study". International Journal of Distributed and Parallel systems 7 5 (2016): 01-20. http://dx.doi.org/10.5121/ijdps.2016.750.
    10.5121/ijdps.2016.750
  13. Faria, S.M.M.; Luís Filipe Rosário Lucas; Eduardo Antônio da Silva; Nuno M. M. Rodrigues; Carla L. Pagliari; Lucas, Luis F. R.; Rodrigues, Nuno M. M.; et al. "Image Coding using Generalized Predictors based on Sparsity and Geometric Transformations". IEEE Trans. on Image Processing 25 9 (2016): 4046-4060. http://www.it.pt/Publications/PaperJournal/19020.
    10.1109/TIP.2016.2582422
  14. Lucas, Luís F. R.; Rodrigues, Nuno M. M.; Pagliari, Carla L.; da Silva, Eduardo A. B.; de Faria, Sérgio M. M.. "Recurrent pattern matching based stereo image coding using linear predictors". Multidimensional Systems and Signal Processing 28 4 (2016): 1393-1416. http://dx.doi.org/10.1007/s11045-016-0417-0.
    10.1007/s11045-016-0417-0
  15. Luís Filipe Rosário Lucas; Krzysztof Wegner; Nuno M. M. Rodrigues; Carla L. Pagliari; Eduardo Antônio da Silva; Faria, S.M.M.; Lucas, Luis F. R.; et al. "Intra Predictive Depth Map Coding using Flexible Block Partitioning". IEEE Trans. on Image Processing 24 11 (2015): 4055-4068. http://www.it.pt/Publications/PaperJournal/10480.
    10.1109/TIP.2015.2456509
  16. Graziosi, D.B.; Rodrigues, N.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.. "Lossy and lossless image encoding using multi-scale recurrent pattern matching". IET Image Processing 7 6 (2013): 556-566. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884737160&partnerID=MN8TOARS.
    10.1049/iet-ipr.2012.0538
  17. 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 Communication 27 9 (2012): 985-997. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867059314&partnerID=MN8TOARS.
    10.1016/j.image.2012.05.005
  18. Francisco, N.C.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De 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 (2012): 1161-1173. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864661548&partnerID=MN8TOARS.
    10.1109/TCSVT.2012.2197079
  19. Graziosi, D.B.; Rodrigues, N.M.M.; Pagliari, C.L.; De Faria, S.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.. "Compressing depth maps using multiscale recurrent pattern image coding". Electronics Letters 46 5 (2010): 340-341. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949406632&partnerID=MN8TOARS.
    10.1049/el.2010.0135
  20. Francisco, N.C.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Silva, V.M.M.. "Scanned compound document encoding using multiscale recurrent patterns". IEEE Transactions on Image Processing 19 10 (2010): 2712-2724. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956935126&partnerID=MN8TOARS.
    10.1109/TIP.2010.2049181
  21. Filho, E.B.L.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.. "On ECG signal compression with 1-D multiscale recurrent patterns allied to preprocessing techniques". IEEE Transactions on Biomedical Engineering 56 3 (2009): 896-900. http://www.scopus.com/inward/record.url?eid=2-s2.0-65349191289&partnerID=MN8TOARS.
    10.1109/TBME.2008.2005939
  22. Filho, E.B.L.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Faria, S.M.M.; Da Silva, V.M.M.; De Carvalho, M.B.. "ECG signal compression based on dc equalization and complexity sorting". IEEE Transactions on Biomedical Engineering 55 7 (2008): 1923-1926. http://www.scopus.com/inward/record.url?eid=2-s2.0-45749095039&partnerID=MN8TOARS.
    10.1109/TBME.2008.919880
  23. Rodrigues, N.M.M.; da Silva, E.A.B.; de 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 (2008): 1640-1653. http://www.scopus.com/inward/record.url?eid=2-s2.0-50549091125&partnerID=MN8TOARS.
    10.1109/TIP.2008.2001392
  24. Francisco, N.C.; Sardo, R.N.R.; Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.; Reis, M.J.C.S.. "A compound image encoder based on the multiscale recurrent pattern algorithm". SIGMAP 2008 - Proceedings of the International Conference on Signal Processing and Multimedia Applications (2008): 162-167. http://www.scopus.com/inward/record.url?eid=2-s2.0-55849128936&partnerID=MN8TOARS.
  25. Nuno M. M. Rodrigues; Eduardo Antônio da Silva; Murilo Carvalho; Faria, S.M.M.; Vitor Silva. "H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results". Lectures Notes in Computer Science 3893 (2006): 107-114. http://www.it.pt/Publications/PaperJournal/1545.
  26. Rodrigues, N.M.M.; Da Silva, E.A.B.; De 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3893 LNCS (2006): 107-114. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745598532&partnerID=MN8TOARS.
  27. Rodrigues, N.M.M.; Da Silva, E.A.B.; De Carvalho, M.B.; De Faria, S.M.M.; Da Silva, V.M.M.; Pinagé, F.. "Efficient dictionary design for multiscale recurrent pattern image coding". Proceedings - IEEE International Symposium on Circuits and Systems (2006): 4939-4942. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547348984&partnerID=MN8TOARS.
  28. Rodrigues, N.M.M.; Da Silva, V.M.M.; De Faria, S.M.M.. "Hierarchical motion compensation with spatial and luminance transformations". IEEE International Conference on Image Processing 3 (2001): 518-521. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035167445&partnerID=MN8TOARS.
Report
  1. Guarda, André F. R.; Rodrigues, Nuno M. M.; Ruivo, Manuel; Coelho, Luís; Seleem, Abdelrahman; Pereira, Fernando. 2022. IT/IST/IPLeiria Response to the Call for Proposals on JPEG Pleno Point Cloud Coding. http://hdl.handle.net/10400.8/7840.
  2. Guarda, André F. R.; Rodrigues, Nuno M. M.; Ruivo, Manuel; Coelho, Luís; Seleem, Abdelrahman; Pereira, Fernando. 2022. JPEG Pleno Point Cloud Coding Verification Model Description. http://hdl.handle.net/10400.8/7842.
Thesis / Dissertation
  1. Rodrigues, Nuno M. M.. "Multiscale Recurrent Pattern Algorithms for Image and Video Coding". PhD, Universidade de Coimbra Faculdade de Ciencias e Tecnologia, 2009. https://estudogeral.sib.uc.pt/bitstream/10316/8556/3/PhD_thesis_NRodrigues_DEEC_FCTUC_Oct_2008.pdf.
  2. Rodrigues, Nuno M. M.. "Codificação de Vídeo utilizando Transformações Geométricas e de Luminância". Master, Universidade de Coimbra Faculdade de Ciencias e Tecnologia, 2000.

Other

Other output
  1. “IT_IST_IPLeiria Report on JPEG Pleno Point Cloud Exploration Study 12” Document M106033, ISO/IEC JTC 1/SC29/WG1. 2025. Guarda, André; Fernando Manuel Bernardo Pereira.
  2. “IT-IST-IPLeiria- Report on Attention Models in the JPEG Pleno PCC VM - Improving JPEG PCC VM RD performance by integrating a novel Relational Neighborhood Self-Attention (RNSA)” Document M106029, ISO/IEC JTC 1/SC29/WG1. 2025. Ghafari, Mohammadreza; Guarda, André; Fernando Manuel Bernardo Pereira.
  3. “IT/IST/IPLeiria Report on JPEG Pleno Point Cloud Exploration Study 11,” Document M105019, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Fernando Manuel Bernardo Pereira.
  4. “IT/IST/IPLeiria Report on JPEG Pleno Point Cloud Core Experiment 8,” Document M104073, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Fernando Manuel Bernardo Pereira.
  5. “IT/IST/IPLeiria Report on JPEG Pleno Point Cloud Exploration Study 10,” Document M104096, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Davi Lazzarotto; Stuart Perry; Fernando Manuel Bernardo Pereira.
  6. “Report on CE 7.2: Modification of the Entropy Coding Module”, Document M103074, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  7. “Report on CE 7.1: Validation of the Verification Model v4”, Document M103073, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Fernando Manuel Bernardo Pereira.
  8. “IT/IST/IPLeiria Report on Updated RD Performance of JPEG Pleno PCC VM for New Test Dataset”, Document M102080. 2024. Guarda, André; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  9. “Report on JPEG Pleno PCC Deep Learning Model Integerization”, Document M102079, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Mari, Daniele; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  10. “Review of JPEG Pleno PCC Status”, Document M102078, ISO/IEC JTC 1/SC29/WG1. 2024. Guarda, André; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  11. “IT/IST/IPLeiria Report on Core Experiment 5.4: Validation of the VM v3.0”, Document M101132. 2023. Guarda, André; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  12. Deep Learning-based Compressed Domain Point Cloud Classification: ISO/IEC JTC 1/SC29/WG1 M100090. 2023. Abdelrahman Seleem; André Filipe Rodrigues Guarda (F811-146F-4EE9); Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  13. “IT/IST/IPLeiria Report on JPEG PCC Core Experiment 4.1: Attention Models: ISO/IEC JTC 1/SC29/WG1 M100108. 2023. Mohammadreza Ghafari; André Filipe Rodrigues Guarda (F811-146F-4EE9); Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  14. IT/IST/IPLeiria Report on JPEG PCC Core Experiment 4.2: Sparse Convolutions: ISO/IEC JTC 1/SC29/WG1 M100113. 2023. André Filipe Rodrigues Guarda (F811-146F-4EE9); Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  15. Studying the Benefits of a New JPEG AI Profile for the JPEG PCC Verification Model: ISO/IEC JTC 1/SC29/WG1 M100115. 2023. Abdelrahman Seleem; André Filipe Rodrigues Guarda (F811-146F-4EE9); Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  16. JPEG Pleno Point Cloud Coding Verification Model Description, ISO/IEC JTC 1/SC29/WG1 M97094. 2022. André Filipe Rodrigues Guarda (F811-146F-4EE9); Fernando Manuel Bernardo Pereira (8010-A48A-90F0); Manuel Ruivo; Luis Coelho; Abdelrahman Seleem.
  17. Report on PCC Core Experiment 1.1: Performance of the Verification Model under Consideration: ISO/IEC JTC 1/SC29/WG1 M97088. 2022. André Filipe Rodrigues Guarda (F811-146F-4EE9); Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  18. IT/IST/IPLeiria Response to the Call for Proposals on JPEG Pleno Point Cloud Coding: ISO/IEC JTC 1/SC29/WG1 M96005. 2022. André Filipe Rodrigues Guarda (F811-146F-4EE9); Fernando Manuel Bernardo Pereira (8010-A48A-90F0); Manuel Ruivo; Luis Coelho; Abdelrahman Seleem.
  19. DLbased Point Cloud Geometry Coding Software Availability. MPEG document number: ISO/IEC JTC 1/SC29/WG7 M57556.. 2021. Guarda, André; Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  20. DLbased Point Cloud Geometry Coding Software Availability. JPEG document number: ISO/IEC JTC 1/SC29/WG1 M92003.. 2021. Guarda, André; Rodrigues, Nuno M. M.; Fernando Manuel Bernardo Pereira (8010-A48A-90F0).
  21. DL-based Point Cloud Geometry Coding Software Availability. JPEG document number: ISO/IEC JTC 1/SC29/WG1 M92003. 2021. Guarda, André; Rodrigues, Nuno M. M.; Pereira, Fernando.
  22. IT/IST/IPLeiria Response to the Call for Evidence on JPEG Pleno Point Cloud Coding. This document proposes two scalable point cloud (PC) geometry codecs, submitted to the JPEG Call for Evidence on Point Cloud Coding (PCC) [1], notably targeting two different types of scalability: 1) Resolution Scalable Deep Learning-based Point Cloud Geometry Coding (RS-DLPCC) [2]: This codec provides scalability on the number of points, called here resolution scalability; since the scalable lay. 2021. Rodrigues, Nuno M. M.; Pereira, Fernando; Guarda, André. https://www.it.pt/Publications/NonRefereedPublication/51.
  23. Intra depth-map coding using flexible segmentation, constrained depth modeling modes and simplified/pruned directional prediction. 2014. Rodrigues, Nuno M. M.; Luís Filipe Rosário Lucas; Barros da Silva, Eduardo Antônio; Faria, Sérgio M. M. de.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2016/09/01 - 2021/11/26 Deep learning-based point cloud geometry coding
Co-supervisor
 Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 - 2020 Scalable light field video representation and coding
Co-supervisor of Ricardo Jorge Santos Monteiro
 Ciências e Tecnologias da Informação (PhD)
ISCTE-Instituto Universitário de Lisboa, Portugal
2012 - 2016/01 Predictive coding algorithms for lossy image and video compression
Co-supervisor
 Programa de Engenharia Elétrica (PhD)
Universidade Federal do Rio de Janeiro, Brazil
2016 - 2016 CUDA-MMP - Codificação de imagens com sistemas com múltiplos núcleos
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2016 Contributions to HEVC prediction for medical image compression
Supervisor
 Engenharia Electrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2016 Optimization of Pattern Matching Algorithms for Multi- and Many-Core Platforms
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2015 Efficient processing techniques for depth maps generated by rgb-d sensors
Supervisor
 Engenharia Electrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2015 Improving minimum rate predictors algorithm for compression of volumetric medical images
Supervisor
 Engenharia Eletrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2014 - 2015 OPENCL-MMP - Codificação de imagens com sistemas com múltiplos núcleos
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2014 - 2014 Disparity compensation using geometric transforms
Supervisor
 Engenharia Electrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2014 Codificação compatível de vídeo 3D com o algoritmo HEVC
Supervisor
 Engenharia Eletrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2008 - 2012/11 Contribuições à codificação eficiente de imagem e vídeo utilizando recorrência de padrões multiescala
Co-supervisor
 Programa de Engenharia Elétrica (PhD)
Universidade Federal do Rio de Janeiro, Brazil
2011 - 2012 Subjective Quality Evaluation and Frame Loss Concealment in 3D Video
Supervisor
 Engenharia Eletrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2010 - 2011 Using Least-Squares Prediction for Compression of Colour and Stereo Images
Supervisor
 Engenharia Eletrotécnica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023/09/11 - 2023/09/14 Technical Program Chair - EUVIP 2023 (2023/09/11 - 2023/09/14)
Conference (Co-organisor)
 Norges teknisk-naturvitenskapelige universitet, Norway
2021/02/11 - 2021/02/12 2021 Telecoms Conference (ConfTELE) - Financial Chair (2021/02/11 - 2021/02/12)
Conference (Member of the Organising Committee)
 Instituto de Telecomunicações, Portugal

Instituto Politecnico de Leiria, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2023/07/10 - 2023/07/15 Eastern European Machine Learning Summer School 2023 - https://www.eeml.eu/home
Other
 Eastern European Machine Learning Summer School 2023

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/09/27 On quality assessment and learning-based compression of point clouds for conventional and DNA-based storage
(Thesis) Arguer
 Davi Nachtigall Lazzarotto (PhD)
École Polytechnique Fédérale de Lausanne, Switzerland
2023/07/25 Pattern Recognition: Contributions and Applications to Image Classification and Video Recognition
(Thesis) Arguer
 Nguyen Huu Phong (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2021/05/26 Point Cloud Quality Assessment
(Thesis) Main arguer
 Alireza Javaheri (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal

Committee member

Activity description
Role 		Institution / Organization
2024/01 - Current Sponsorship & Exhibits Chair da EAI GOODTECHS 2023 - 9th EAI International Conference on Smart Objects and Technologies for Social Good
2023/06 - Current EDAS Chair - IEEE Melecon 2024 – 22nd IEEE Mediterranean Electrotechnical Conference
Member
2022/12/01 - Current Associated Editor - IEEE Open Journal of Signal Processing IEEE Signal Processing Society, United States
2022/01/01 - Current Editor - APSIPA Transactions on Signal and Information Processing (ATSIP)
2024/01 - 2025/12 Member of the Visual Signal Processing and Communications (VSPC) Technical Committee, from the IEEE Circuits and Systems Society
Member
 IEEE Circuits and Systems Society, United States
2024/01 - 2025/12 Chair - IEEE Signal Processing Portugal Chapter
Coordinator
 IEEE Signal Processing Society, United States

Scientific expedition

Activity description Institution / Organization
2023/09/10 - 2023/09/14 Erasmus+ staff mobility for training - NTNU – Norwegian University of Science and Technology, Noruega.
2023/07/10 - 2023/07/15 Erasmus+ staff mobility for training - Technical University of Košice, Eslováquia
Distinctions

Other distinction

2013 Honourable Mention - Prémio CAPES de Tese 2013 (Engineering IV - Supervision) - Nelson Carreira Francisco, “Contribuições à codificação eficiente de imagem e vídeo utilizando recorrência de padrões multiescala”
CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Brasil, Brazil