Creating and sharing knowledge for telecommunications
... Nuno Miguel Morais Rodrigues

Senior Researcher

Nuno Rodrigues

Academic position: Coordinator Professor
Joining date: 01-01-1999
Roles in IT: Senior Researcher
Thematic Line: Information and Data Sciences
Group: Multimedia Signal Processing – Lr

Email: Send Email
Address: IT Branch – Leiria
Morro do Lena - Alto do Vieiro
Leiria
2411 - 901
Tel: 244820340
Fax: 244820310



Scientific Achievements

  • PhD, Universidade de Coimbra, 01-01-2009
  • MSc, Universidade de Coimbra, 30-09-2000
  • Licenciatura, Universidade de Coimbra, 01-01-1997
  • IEEE - Institute of Electrical and Electronics Engineers, 01-01-2000, Member
  • Instituto Politécnico de Leiria, 01-10-1997, Coordinator Professor
  • Image and video coding
  • Data compression and signal processing
  • Deep Learning-based point cloud coding and processing
  • Light field and multiview image and video coding
  • Digital Systems, Instituto Politécnico de Leiria, Lic. Electrical Eng.; Lic. Networks and Communication Services; Lic. Automotive Eng.
  • Digital Signal Processing, , Lic. Eng. Eletrotécnica; Eng. de Redes e Serviços de Comunicações;
  • Digital Signal Processing, Instituto Politécnico de Leiria, Lic. Electrical Eng.; Lic. Networks and Communication Services;
  • Communications in vehicles, Instituto Politécnico de Leiria, MSc Automotive Eng.
  • Signal processing and analysis, Instituto Politécnico de Leiria, Lic. Ealth Equip. Technology;
  • Digital Systems and microprocessors, Instituto Politécnico de Leiria, Lic. Ealth Equip. Technology;
  • Digital Communications, Escola Náutica Infante Dom Henrique, Lic. Networks and Communication Services
As Supervisor
As Co-supervisor
  • L. Lucas, E. Silva, S.M.M. Faria, Nuno M. M. Rodrigues, C.L.P. Pagliari, Efficient Predictive Algorithms for Image Compression, Springer International Publishing, New York, 2017,
    | BibTex
  • J Debono, M. Domański, S.M.M. Faria, K. Klimaszewski, L. Lucas, Nuno M. M. Rodrigues, KW Wegner, Efficient Depth-Based Coding, Chapter in, 3D Visual Content Creation, Coding and and Delivery, Pedro Assunção and Atanas Gotchev, Springer International Publishing AG Springer Nature, New York, 2019
  • S.M.M. Faria, M. Domański, T. Grajek, C. Conti, J Debono, P. T. Kovács, L. Lucas, P. Nunes, C. Perra, Nuno M. M. Rodrigues, M. Sjöström, L. D. Soares, O. Stankiewicz, Emerging Imaging Technologies: Trends and Challenges, Chapter in, 3D Visual Content Creation, Coding and Delivery, Pedro Assunção and Atanas Gotchev, Springer International Publishing AG Springer Nature, New York, 2019
  • S.M.M. Faria, J Debono, P. Nunes, Nuno M. M. Rodrigues, 3D Video Representation and Coding, Chapter in, Novel 3D Media Technologies, Ahmet Kondoz and T. Dagiuklas, Springer, New York, 2015
  • A. Seleem, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Adaptive bridge model for compressed domain point cloud classification, Eurasip Journal on Image and Video Processing, Vol. 2024, No. 1, pp. -, June, 2024,
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  • A. Seleem, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification, IEEE Access, Vol. 11, No. -, pp. 128979 - 128997, November, 2023,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Neighborhood Adaptive Loss Function for Deep Learning-based Point Cloud Coding with Implicit and Explicit Quantization, IEEE Multimedia, Vol. 28, No. 3, pp. 107 - 116, July, 2021,
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  • R. Monteiro, Nuno M. M. Rodrigues, S.M.M. Faria, P. Nunes, Light field image coding with flexible viewpoint scalability and random access, Signal Processing: Image Communication, Vol. 94, No. -, pp. 116202 - 116202, May, 2021,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Adaptive Deep Learning-based Point Cloud Geometry Coding, IEEE Journal on Selected Topics in Signal Processing, Vol. 15, No. 2, pp. 415 - 430, February, 2021,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Constant Size Point Cloud Clustering: a Compact, Non-Overlapping Solution, IEEE Transactions on Multimedia, Vol. 23, No. 1, pp. 77 - 91, December, 2020,
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  • R. Monteiro, Nuno M. M. Rodrigues, S.M.M. Faria, P. Nunes, Light Field Image Coding Based on Hybrid Data Representation, IEEE Access, Vol. 8, No. -, pp. 115728 - 115744, June, 2020 | BibTex
  • A. Guarda, João M. Santos, L. A. S. C. Cruz, P.A. Assunção, Nuno M. M. Rodrigues, S.M.M. Faria, A Method to Improve HEVC Lossless Coding of Volumetric Medical Images, Signal Processing: Image Communication, Vol. 59, No., pp. 96 - 104, November, 2017,
    | Abstract
    | BibTex
  • R. Monteiro, P. Nunes, Nuno M. M. Rodrigues, S.M.M. Faria, Light Field Image Coding Using High-Order Intrablock Prediction, IEEE Journal on Selected Topics in Signal Processing, Vol. 11, No. 7, pp. 1120 - 1131, October, 2017 | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, L. A. S. C. Cruz, S.M.M. Faria, Lossless Compression of Medical Images Using 3D Predictors, IEEE Transactions on Medical Imaging, Vol. PP, No. 99, pp. 1 - 1, June, 2017,
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    | BibTex
  • S.M.M. Faria, L. Lucas, E. Silva, Nuno M. M. Rodrigues, C.L.P. Pagliari, Image Coding using Generalized Predictors based on Sparsity and Geometric Transformations, IEEE Transactions on Image Processing, Vol. 25, No. 9, pp. 4046 - 4060, September, 2016,
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  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, 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 (IJDPS), Vol. 7, No. 5, pp. 1 - 20, September, 2016,
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  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Recurrent pattern matching based stereo image coding using linear predictors, Multidimensional Systems and Signal Processing, Vol. 1, No. 1, pp. 1 - 24, May, 2016 | BibTex
  • L. Lucas, KW Wegner, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Intra Predictive Depth Map Coding using Flexible Block Partitioning, IEEE Transactions on Image Processing, Vol. 24, No. 11, pp. 4055 - 4068, November, 2015,
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  • D. B. G. Graziosi, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, Lossy and lossless image encoding using multi-scale recurrent pattern matching, IET Image Processing, Vol. 7, No. 6, pp. 556 - 566, August, 2013,
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  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, A Generic Post Deblocking Filter for Block Based Image Compression Algorithms, Signal Processing: Image Communication, Vol. 27, No. 9, pp. 985 - 997, October, 2012,
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  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, Efficient Recurrent Pattern Matching Video Coding, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 08, pp. 1161 - 1173, August, 2012,
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  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Scanned Compound Document Encoding Using Multiscale Recurrent Patterns, IEEE Transactions on Image Processing, Vol. 19, No. 10, pp. 2712 - 2724, October, 2010,
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  • D. B. G. Graziosi, Nuno M. M. Rodrigues, C.L.P. Pagliari, S.M.M. Faria, E. Silva, M. Carvalho, Compressing Depth Maps using Multiscale Recurrent Pattern Image Coding, Electronics Letters, Vol. 46, No. 5, pp. 340 - 341, March, 2010,
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  • E. B. L Filho, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, On ECG Signal Compression With 1-D Multiscale Recurrent Patterns Allied to Preprocessing Techniques, IEEE Transactions on Biomedical Engineering, Vol. 56, No. 3, pp. 896 - 900, March, 2009,
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  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, On Dictionary Adaptation for Recurrent Pattern Image Coding, IEEE Transactions on Image Processing, Vol. 17, No. 9, pp. 1640 - 1653, September, 2008,
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  • E. B. L Filho, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, V. Silva, M. Carvalho, ECG Signal Compression Based on Dc Equalization and Complexity Sorting, IEEE Transactions on Biomedical Engineering, Vol. 55, No. 7, pp. 1923 - 1926, July, 2008,
    | Abstract
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  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Improving multiscale recurrent pattern image coding with deblocking filtering, E-business and Telecommunication Networks - Third International Conf., ICETE 2006, Vol. 9, No., pp. 224 - 236, January, 2008 | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results, Lecture Notes in Computer Science, Vol. 3893, No., pp. 107 - 114, February, 2006 | BibTex
  • A. Guarda, M. Ruivo, L. Coelho, A. Seleem, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-Based Point Cloud Coding and Super-Resolution: A Joint Geometry and Color Approach, IEEE Transactions on Multimedia, Vol. 27, No., pp. 914 - 926, 2025,
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    | Full text (PDF 1 MB) | BibTex
  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, The JPEG Pleno Learning-Based Point Cloud Coding Standard: Serving Man and Machine, IEEE Access, Vol. 13, No., pp. 43289 - 43315, 2025,
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  • A. Seleem, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, A Double Deep Learning-Based Solution for Efficient Event Data Coding and Classification, IEEE Access, Vol. 13, No., pp. 48703 - 48719, 2025,
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  • M. Ghafari, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Learning-Based Point Cloud Decoding with Independent and Scalable Reduced Complexity, IEEE International Conference on Image Processing ICIP, Abu Dhabi, United Arab Emirates, October, 2024,
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  • D. Mari, A. Guarda, Nuno M. M. Rodrigues, S. Milani, F. Pereira, Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator, IEEE International Conference on Image Processing ICIP, Abu Dhabi, United Arab Emirates, October, 2024,
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  • M. Ghafari, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Point Cloud Geometry Coding with Relational Neighborhood Self-Attention, IEEE International Workshop on Multimedia Signal Processing MMSP, West Lafayette, IN, United States, October, 2024,
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  • M. Ghafari, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-based Point Cloud Geometry Coding with Attention Models, IEEE International Symposium on Multimedia (ISM), Laguna Hills, CA, United States, December, 2023,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards, IEEE International Conference on Image Processing ICIP, Kuala Lumpur, Malaysia, October, 2023,
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  • A. Seleem, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-Based Compressed Domain Point Cloud Classification, IEEE International Conference on Image Processing ICIP, Kuala Lumpur, Malaysia, October, 2023,
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  • A. Seleem, A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Impact of Conventional and Deep Learning-based Point Cloud Geometry Coding on Deep Learning-based Classification Performance, IEEE International Symposium on Multimedia (ISM), Naples, Italy, December, 2022,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Point Cloud Geometry Scalable Coding With a Single End-to-End Deep Learning Model, IEEE International Conference on Image Processing ICIP, Abu Dhabi, United Arab Emirates, Vol., pp. 3354 - 3358, October, 2020,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-based Point Cloud Geometry Coding with Resolution Scalability, IEEE International Workshop on Multimedia Signal Processing MMSP, Tampere, Finland, Vol., pp. 1 - 6, September, 2020,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-Based Point Cloud Geometry Coding: RD Control Through Implicit and Explicit Quantization, IEEE International Conference on Multimedia & Expo Workshops (ICMEW), London, United Kingdom, Vol., pp. 1 - 6, July, 2020,
    | Abstract
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Point Cloud Coding: Adopting a Deep Learning-based Approach, Picture Coding Symp., Ningbo, China, Vol., pp. 1 - 5, November, 2019,
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  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, Deep Learning-based Point Cloud Coding: a Behavior and Performance Study, IEEE European Workshop on Visual Information Processing - EUVIP, Rome, Italy, Vol., pp. 34 - 39, October, 2019,
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  • R. Monteiro, P. Nunes, S.M.M. Faria, Nuno M. M. Rodrigues, Optimized Reference Picture Selection for Light Field Image Coding, European Signal Processing Conference EUSIPCO, La Coruna, Spain, Vol., pp. - https://doi.org/10.23919/EUSIPCO.2019.8902555, September, 2019,
    | Abstract
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  • L. Lucas, S.M.M. Faria, Nuno M. M. Rodrigues, L. A. S. C. Cruz, Lossless Video Compression Using Minimum Rate Predictors and Volumetric Optimisation, Conf. on Telecommunications - ConfTele, Lisboa, Portugal, June, 2019,
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  • R. Monteiro, P. Nunes, S.M.M. Faria, Nuno M. M. Rodrigues, Light Field Image Coding using High Order Prediction Training, European Signal Processing Conference EUSIPCO, Rome, Italy, Vol., pp. - https://doi.org/10.23919/EUSIPCO.2018.8553150, September, 2018,
    | Abstract
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  • R. Monteiro, P. Nunes, Nuno M. M. Rodrigues, S.M.M. Faria, Light field image coding: objective performance assessment of Lenslet and 4D LF data representations, SPIE Optics+ Optoelectronics, San Diego, Califórnia, United States, Vol., pp. - https://doi.org/10.1117/12.2322713, August, 2018,
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  • A. Guarda, J. Bioucas-Dias, Nuno M. M. Rodrigues, F. Pereira, Improving Point Cloud to Surface Reconstruction with Generalized Tikhonov Regularization, IEEE Workshop on MultiMedia Signal Processing - MMSP, Luton, United Kingdom, Vol., pp. 1 - 6, October, 2017,
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  • P. Cordeiro, G. Falcão, P. Domingues, Nuno M. M. Rodrigues, S.M.M. Faria, Energy-Efficient and Portable Least Squares Prediction for Image Coding on a Mobile GPU, Euromicro International Conf. on Parallel, Distributed and network-based Processing - PDP, St. Petersburg, Russia, Vol., pp. - https://doi.org/10.1109/PDP.2017.97, March, 2017,
    | Abstract
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  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, Optimizing GPU code for CPU execution using OpenCL and vectorization: a case study on image coding, ICA3PP: International Conference on Algorithms and Architectures for Parallel Processing, Granada, Spain, Vol. 1, pp. 1 - 8 - https://www.springerprofessional.de/en/optimizing-gpu-code-for-cpu-execution-using-opencl-and-vectoriza/11245634, December, 2016,
    | Abstract
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  • Pedro M. M. Pereira, P. Domingues, Nuno M. M. Rodrigues, G. Falcão, S.M.M. Faria, Optimized Fast Walsh-Hadamard Transform on OpenCL-GPU and OpenCL-CPU, IPTA 2016 - 6th International Conference on Image Processing Theory, Tools and Applications IPTA'2016, Oulu, Finland, Vol. 1, pp. 1 - 8 - https://doi.org/10.1109/IPTA.2016.7820984, December, 2016,
    | Abstract
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  • João M. Santos, A. Guarda, L. A. S. C. Cruz, Nuno M. M. Rodrigues, S.M.M. Faria, Compression of medical images using MRP with bi-directional prediction and histogram packing, Picture Coding Symp., Nuremberg, Germany, Vol., pp. 1 - 5 - https://doi.org/10.1109/PCS.2016.7906386, December, 2016,
    | Abstract
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  • R. Monteiro, L. Lucas, C. Conti, P. Nunes, Nuno M. M. Rodrigues, S.M.M. Faria, C.L.P. Pagliari, E. Silva, L. D. Soares, Light Field HEVC-Based Image Coding using Locally Linear Embedding and Self-Similarity Compensated Prediction, IEEE International Conf. on Multimedia and Expo - ICME, Seattle, United States, Vol., pp. - https://doi.org/10.1109/ICMEW.2016.7574670, July, 2016,
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  • R. Monteiro, Nuno M. M. Rodrigues, S.M.M. Faria, Geometric transforms and reference picture list optimization for efficient disparity compensation, International Conference on Image Processing Theory, Tools and Applications IPTA, Orleans, France, Vol. 1, pp. 1 - 4 - https://doi.org/10.1109/IPTA.2015.7367168, November, 2015,
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  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Improving the emergent 3D-HEVC standard with a highly predictive depth map coding algorithm, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol., pp. - http://id.bnportugal.gov.pt/bib/bibnacional/1934127, September, 2015 | BibTex
  • FX Gama, S.M.M. Faria, Nuno M. M. Rodrigues, Refinement of Depth Maps Generated by RGB-D Sensors, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol., pp. - http://id.bnportugal.gov.pt/bib/bibnacional/1934127, September, 2015 | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Sparse least-squares prediction for intra image coding, IEEE International Conf. on Image Processing - ICIP, Quebec, Canada, Vol., pp. - https://doi.org/10.1109/ICIP.2015.7350973, September, 2015,
    | Abstract
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  • R. Monteiro, C. Conti, P. Nunes, Nuno M. M. Rodrigues, S.M.M. Faria, L. D. Soares, HEVC Compatible 3D Holoscopic Image Coding using Multiple Partitions, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol., pp. - http://id.bnportugal.gov.pt/bib/bibnacional/1934127, September, 2015 | BibTex
  • P. Domingues, J.S. Silva, Nuno M. M. Rodrigues, S.M.M. Faria, G. Falcão, M. Carvalho, Assessment of OpenCL performance on NVIDIA and AMD GPUs, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol., pp. - http://id.bnportugal.gov.pt/bib/bibnacional/1934127, September, 2015,
    | Abstract
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  • AFRG Guarda, J. M. M. Santos, L. A. S. C. Cruz, P.A. Assunção, Nuno M. M. Rodrigues, S.M.M. Faria, Orientation dependent inter-slice prediction for volumetric medical images, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol., pp. - http://id.bnportugal.gov.pt/bib/bibnacional/1934127, September, 2015 | BibTex
  • S.M.M. Faria, João M. Santos, A. Guarda, Nuno M. M. Rodrigues, Contributions to Lossless Coding of Medical Images using Minimum Rate Predictors, IEEE International Conf. on Image Processing - ICIP, Quebec City, Canada, Vol., pp. 2935 - 2939 - https://doi.org/10.1109/ICIP.2015.7351340, September, 2015,
    | Abstract
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  • A. Guarda, João M. Santos, L. A. S. C. Cruz, P.A. Assunção, Nuno M. M. Rodrigues, S.M.M. Faria, Orientation dependent inter-slice prediction for volumetric medical images, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. -, pp. - - -, September, 2015,
    | Abstract
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  • L. Lucas, C. Conti, P. Nunes, L. D. Soares, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Locally Linear Embedding-Based Prediction for 3D Holoscopic Image Coding Using HEVC, European Signal Processing Conference EUSIPCO, Lisbon, Portugal, Vol. 0, pp. 0 - 0, September, 2014,
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    | Full text (PDF 1 MB) | BibTex
  • S.M.M. Faria, A.O. Oliveira, E. Silva, L. Lucas, Nuno M. M. Rodrigues, Image Coding Using Variable-Size Transforms and a Full Binary Tree Recursive Optimization, Simpósio Brasileiro de Telecomunicações SBrT, Fortaleza, Brazil, Vol., pp. - https://doi.org/10.1109/ITS.2014.6948006, August, 2014 | BibTex
  • A. Guarda, João M. Santos, D. B. G. Graziosi, Nuno M. M. Rodrigues, S.M.M. Faria, A Novel Trilateral Filter Technique for Depth Map Processing in 3D Video Coding, 3DTV Conf. - 3DTV-CON, Budapest, Hungary, Vol. -, pp. 1 - 4 - https://doi.org/10.1109/3DTV.2014.6874731, July, 2014,
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  • R. Monteiro, S.M.M. Faria, Nuno M. M. Rodrigues, Disparity Compensation using Geometric Transforms, 3DTV Conf. - 3DTV-CON, Budapest, Hungary, Vol. 1, pp. - https://doi.org/10.1109/3DTV.2014.6874751, July, 2014,
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  • P. Domingues, J.S. Silva, TR Ribeiro, Nuno M. M. Rodrigues, M. Carvalho, S.M.M. Faria, Optimizing Memory Usage and Accesses on CUDA-Based Recurrent Pattern Matching Image Compression, Computational Science and Its Applications - ICCSA, Guimarães, Portugal, Vol. 8582, pp. 560 - 575 - DOI: 10.1007/978-3-319-09147-1_41, July, 2014,
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  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Predictive Depth Map Coding for Efficient Virtual View Synthesis, IEEE International Conf. on Image Processing - ICIP, Melbourne, Australia, Vol. 0, pp. 0 - 0, September, 2013,
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  • R. S. -, E. Silva, C.L.P. Pagliari, Nuno M. M. Rodrigues, S.M.M. Faria, Compressão de mapas de profundidade usando predição e funções polinomiais, Simpósio Brasileiro de Telecomunicações SBrT, Fortaleza, Brazil, Vol., pp. - https://biblioteca.sbrt.org.br/articles/963, September, 2013,
    | Abstract
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  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, Video Compression Using 3D Multiscale Recurrent Patterns, IEEE International Symp. on Circuits and Systems - ISCAS, Beijing, China, Vol. 1, pp. 1412 - 1415 - https://doi.org/10.1109/ISCAS.2013.6572120, May, 2013,
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  • de Souza, D.F. Souza, J. Ascenso, Nuno M. M. Rodrigues, S.M.M. Faria, F. Pereira, Improving H.264/AVC Video Coding with Geometric Transforms, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. -, pp. - - - http://id.bnportugal.gov.pt/bib/bibnacional/1845227, May, 2013,
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  • D. B. G. Graziosi, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, D.T. Tian, A. Vetro, Analysis of Depth Map Resampling Filters for Depth-based 3D Video Coding, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. -, pp. - - - http://id.bnportugal.gov.pt/bib/bibnacional/1845227, May, 2013 | BibTex
  • GJ Jorge, Nuno M. M. Rodrigues, S.M.M. Faria, Affine transform interview enhancement in spatial asymmetric stereo video decoding, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. -, pp. - - - http://id.bnportugal.gov.pt/bib/bibnacional/1845227, May, 2013 | BibTex
  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, Volumetric Directional Prediction for Video Compression, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. 1, pp. 1 - 4 - http://id.bnportugal.gov.pt/bib/bibnacional/1845227, May, 2013 | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Improving the Multidimensional Multiscale Parser Algorithm for Intra Image Coding, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol., pp. 1 - 4, May, 2013,
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    | Full text (PDF 176 KBs) | BibTex
  • J. F. M. Carreira, Nuno M. M. Rodrigues, S.M.M. Faria, P.A. Assunção, Frame Loss Concealment for H.264/AVC Stereo Video Decoders, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. 1, pp. 1 - 4 - http://id.bnportugal.gov.pt/bib/bibnacional/1845227, May, 2013 | BibTex
  • J. F. M. Carreira, P.A. Assunção, Nuno M. M. Rodrigues, S.M.M. Faria, Frame Loss Concealment for 3D Video Decoders based on Disparity- Compensated Motion Field, 3DTV Conf. - 3DTV-CON, Zurich, Switzerland, Vol., pp. - https://doi.org/10.1109/3DTV.2012.6365468, October, 2012,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Efficient Depth Map Coding Using Linear Residue Approximation and a Flexible Prediction Framework, IEEE International Conf. on Image Processing - ICIP, Orlando, United States, Vol., pp. - https://doi.org/10.1109/ICIP.2012.6467107, September, 2012,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Codificação Eficiente de Mapas de Profundidade com base em Predição e Aproximação Linear, Simpósio Brasileiro de Telecomunicações SBrT, Brasília, Brazil, Vol., pp. - https://biblioteca.sbrt.org.br/articles/329, September, 2012,
    | Abstract
    | Full text (PDF 191 KBs) | BibTex
  • D. B. G. Graziosi, C.L.P. Pagliari, E. Silva, S.M.M. Faria, Nuno M. M. Rodrigues, M. Carvalho, Codificação de mapas de profundidade usando casamento de padrões multiescalas, Simpósio Brasileiro de Telecomunicações SBrT, Curitiba, Brazil, Vol., pp. - http://dx.doi.org/10.14209/sbrt.2011.202, October, 2011,
    | Abstract
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  • N. Francisco, A. Zaghetto, B. Macchiavello, E. Silva, M. Lima-Marques, Nuno M. M. Rodrigues, S.M.M. Faria, Compression of touchless multiview fingerprints, IEEE Biometric Measurements and Systems for Security and Medical Applications - BioMS, Milan, Italy, Vol., pp. - https://doi.org/10.1109/BIOMS.2011.6052380, September, 2011,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, Adaptive Least Squares Prediction for Stereo Image Coding, IEEE International Conf. on Image Processing - ICIP, Brussels, Belgium, Vol., pp. 2013 - 2016, September, 2011,
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    | Full text (PDF 312 KBs) | BibTex
  • L.F.H.P. Pinto, J. F. M. Carreira, S.M.M. Faria, Nuno M. M. Rodrigues, P.A. Assunção, Subjective Quality Factors in Packet 3D Video, IEEE International Workshop on Quality of Multimedia Experience - QoMEX, Mechelen, Belgium, Vol. 1, pp. 149 - 154 - https://doi.org/10.1109/QoMEX.2011.6065694, September, 2011,
    | Abstract
    | BibTex
  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, Computational complexity reduction methods for multiscale recurrent pattern algorithms, IEEE Region 8 EUROCON 2011 International Conf. on Computer as a Tool joint with the Conf. on Telecommunications, Lisbon, Portugal, Vol., pp. - https://doi.org/10.1109/EUROCON.2011.5929396, April, 2011,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, Stereo Image Coding using Dynamic Template-Matching Prediction, IEEE Region 8 EUROCON 2011 International Conf. on Computer as a Tool joint with the Conf. on Telecommunications, Lisbon, Portugal, Vol., pp. - https://doi.org/10.1109/EUROCON.2011.5929292, April, 2011,
    | Abstract
    | Full text (PDF 228 KBs) | BibTex
  • D. B. G. Graziosi, Nuno M. M. Rodrigues, C.L.P. Pagliari, E. Silva, S.M.M. Faria, M.M.P. Perez, M. Carvalho, Multiscale Recurrent Pattern Matching Approach for Depth Map Coding, Picture Coding Symp., Nagoya, Japan, Vol., pp. - https://doi.org/10.1109/PCS.2010.5702490, December, 2010,
    | Abstract
    | BibTex
  • J. F. M. Carreira, L.F.H.P. Pinto, Nuno M. M. Rodrigues, S.M.M. Faria, P.A. Assunção, Subjective Assessment of Frame Loss Concealment Methods in 3D Video, Picture Coding Symp., Nagoya, Japan, Vol. 1, pp. 182 - 185 - https://doi.org/10.1109/PCS.2010.5702455, December, 2010,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, S.M.M. Faria, E. Silva, M. Carvalho, V. Silva, Intra-prediction for color image coding using YUV correlation, IEEE International Conf. on Image Processing - ICIP, Hong-Kong, China, Vol., pp. 1329 - 1332, September, 2010,
    | Abstract
    | Full text (PDF 128 KBs) | BibTex
  • D. B. G. Graziosi, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, M. Carvalho, Improving Multiscale Recurrent Pattern Image Coding with Least-squares prediction mode, IEEE International Conf. on Image Processing - ICIP, cairo, Egypt, Vol., pp. - https://doi.org/10.1109/ICIP.2009.5414219, November, 2009,
    | Abstract
    | BibTex
  • D. B. G. Graziosi, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, M. Carvalho, V. Silva, Codificação de Imagens com Predição Adaptativa Baseada no Critério de Mínimos Quadrados, Simpósio Brasileiro de Telecomunicações SBrT, Blumenau, Brazil, Vol., pp. - https://biblioteca.sbrt.org.br/articlefile/2391.pdf, September, 2009,
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  • E. Silva, A. D. Dutra, Nuno M. M. Rodrigues, S.M.M. Faria, V. Silva, Otimização Taxa-Distorção para Quadros-B no Padrão H.264/AVC, Simpósio Brasileiro de Telecomunicações SBrT, Blumenau, Brazil, Vol., pp. - https://biblioteca.sbrt.org.br/articlefile/2504.pdf, September, 2009,
    | Abstract
    | Full text (PDF 185 KBs) | BibTex
  • D. B. G. Graziosi, Nuno M. M. Rodrigues, E. Silva, S.M.M. Faria, Fast Implementation for Multiscale Recurrent Pattern Image Coding, Conf. on Telecommunications - ConfTele, Santa Maria da Feira, Portugal, Vol., pp. - https://www.researchgate.net/publication/254409381_Fast_Implementation_for_Multiscale_Recurrent_Pattern_Image_Coding, May, 2009,
    | Abstract
    | BibTex
  • L. Lucas, Nuno M. M. Rodrigues, S.M.M. Faria, Compound Image Segmentation for Multiscale Recurrent Pattern Coding, Conf. on Telecommunications - ConfTele, Santa Maria da Feira, Portugal, Vol. 1, pp. 267 - 270 - https://www.researchgate.net/publication/228895108_Compound_image_segmentation_for_multiscale_recurrent_pattern_coding, May, 2009,
    | Abstract
    | BibTex
  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, M. C. R Reis, Multiscale Recurrent Pattern Image Coding With a Flexible Partition Scheme, IEEE International Conf. on Image Processing - ICIP, San Diego, United States, Vol. -, pp. 141 - 144 - https://doi.org/10.1109/ICIP.2008.4711711, October, 2008,
    | Abstract
    | BibTex
  • N. Francisco, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, M. C. R Reis, Casamento Aproximado de Padrões Multiescala com Segmentação Flexível e Treino do Dicionário, Simpósio Brasileiro de Telecomunicações SBrT, Rio de Janeiro, Brazil, Vol., pp. - https://www.researchgate.net/publication/256373564_Casamento_aproximado_de_padroes_multiescala_com_segmentacao_flexivel_e_treino_do_dicionario, September, 2008,
    | Abstract
    | BibTex
  • N. Francisco, R. Sardo, Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, M. C. R Reis, A compound image encoder based on the multiscale recurrent pattern algorithm, International Conf. on Signal Processing and Multimedia Applications, Porto, Portugal, Vol. -, pp. - - https://www.researchgate.net/publication/221051017_A_Compound_Image_Encoder_based_on_the_Multiscale_Recurrent_Pattern_Algorithm, July, 2008,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, On Overriding H.264/AVC B-Slice Predicted Residue Coding, Picture Coding Symp., Lisboa, Portugal, Vol., pp. - http://www.img.lx.it.pt/pcs2007/program.htm, November, 2007 | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Multiscale Recurrent Pattern Predictive Image Coding with Template Matching, Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol., pp. 427 - 430, May, 2007 | Full text (PDF 145 KBs) | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Improving H.264/AVC Inter Compression with Multiscale Recurrent Patterns, IEEE International Conf. on Image Processing - ICIP, Atlanta, United States, Vol., pp. - https://doi.org/10.1109/ICIP.2006.312585, October, 2006,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Basis Optimisation for Multiscale Recurrent Pattern Coding, Mathematical Techniques and Problems in Telecommunications, Leiria, Portugal, September, 2006 | Full text (PDF 61 KBs) | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Improving Multiscale Recurrent Pattern Image Coding with Enhanced Dictionary Updating Strategies, IEEE International Telecommunications Symp., Fortaleza, Brazil, Vol., pp. - https://doi.org/10.1109/ITS.2006.4433280, September, 2006,
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  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, An Efficient H.264-based Video Encoder Using Multiscale Recurrent Patterns, SPIE - Applications of Digital Image Processing, San Diego, United States, Vol., pp. - https://doi.org/10.1117/12.680355, August, 2006,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Improving Multiscale Recurrent Pattern Image Coding with Deblocking Filtering, International Conf. on Signal Processing and Multimedia Applications, Setúbal, Portugal, Vol. 1, pp. 118 - 125 - https://link.springer.com/chapter/10.1007/978-3-540-70760-8_18, August, 2006,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Efficient Dictionary Design for Multiscale Recurrent Pattern Image Coding, IEEE International Symp. on Circuits and Systems - ISCAS, Island of Kos, Greece, Vol., pp. - https://doi.org/10.1109/ISCAS.2006.1693739, May, 2006 | Full text (PDF 121 KBs) | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, H.264/AVC Based Video Coding Using Multiscale Recurrent Patterns: First Results, International Workshop on Very Low Bitrate Video, Sardinia, Italy, Vol., pp. - https://doi.org/10.1007/11738695_15, September, 2005 | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Universal Image Coding Using Multiscale Recurrent Patterns and Prediction, IEEE International Conf. on Image Processing - ICIP, Genova, Italy, Vol. II, pp. 245 - 248 - https://doi.org/10.1109/ICIP.2005.1530037, September, 2005 | BibTex
  • Nuno M. M. Rodrigues, E. Silva, M. Carvalho, S.M.M. Faria, V. Silva, Image Predictive Coding using Multiscale Recurrent Patterns, International Conf. on Telecommunications - ICT, Tomar, Portugal, April, 2005 | Full text (PDF 329 KBs) | BibTex
  • S.M.M. Faria, P.A. Assunção, Nuno M. M. Rodrigues, L. Mendes, C. Lopes, C. Ribeiro, C. S. Silva, J. Pereira, L. Alves, P. C. Ventura, Sistema de Controlo e Comunicações de uma Aeronave Não Tripulada - SkyGu@rdian, Conf. da Engenharia - UBIEngenharias, Covilhã, Portugal, Vol., pp. - https://www.researchgate.net/publication/236210154_SISTEMA_DE_CONTROLO_E_COMUNICACOES_DE_UMA_AERONAVE_NAO_TRIPULADA_-_SKYGURDIAN, November, 2003 | BibTex
  • S.M.M. Faria, V. Silva, Nuno M. M. Rodrigues, L. Louro, P. J. Santos, DSP Performance Evaluation for Motion Estimation, International Symp. on Signal Processing and its Applications - ISSPA, paris, France, Vol. II, pp. 137 - 140 - https://doi.org/10.1109/ISSPA.2003.1224834, July, 2003,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, V. Silva, S.M.M. Faria, Hierarchical Motion Compensation with Spatial and Luminance Transforms, IEEE International Conf. on Image Processing - ICIP, Tessaloniki, Greece, Vol., pp. - https://doi.org/10.1109/ICIP.2001.958165, October, 2001 | BibTex
  • S.M.M. Faria, Nuno M. M. Rodrigues, MPEG-4 Low Bit Rate Video Coding Using 2D Mesh, Conf. on Telecommunications - ConfTele, Figueira da Foz, Portugal, April, 2001 | Full text (PDF 1 MB) | BibTex
  • Nuno M. M. Rodrigues, V. Silva, S.M.M. Faria, Low Bit Rate Video Coding with Spatial and Luminance Transformations, Conf. on Telecommunications - ConfTele, Figueira da Foz, Portugal, Vol., pp. - http://citeseerx.ist.psu.edu/viewdoc/summary;jsessionid=BB7A9DA893867B27A948802A94BDEE37?doi=10.1.1.21.5400, April, 2001,
    | Abstract
    | BibTex
  • Nuno M. M. Rodrigues, V. Silva, S.M.M. Faria, Luminance Transformations for Stereoscopic Low Bit Rate Video Coding, Picture Coding Symp., Seul, Korea, South, April, 2001 | BibTex
  • L. Alves, L. Mendes, C. Lopes, T. Fernandes, P.A. Assunção, S.M.M. Faria, Nuno M. M. Rodrigues, M. Figueiredo, SimSAT – Desenvolvimento de Satélites de Baixa Altitude, Encontro do Colégio de Electrotecnia da Ordem dos Engenheiros, Porto, Portugal, Vol., pp. - https://www.researchgate.net/publication/236210137_SimSAT_-_Desenvolvimento_de_Satelites_de_Baixa_Altitude, April, 2001 | BibTex
  • S.M.M. Faria, Nuno M. M. Rodrigues, AS Silva, Low bit rate MPEG-4 video coding with 2D Mesh, South-American Workshop on Circuits and Systems - SAWCAS, Rio de Janeiro, Brazil, November, 2000 | BibTex
  • Nuno M. M. Rodrigues, S.M.M. Faria, V. Silva, Low Bit Rate Video Coding with Geometric Transformation, IASTED Conf. on Signal and Image Processing, Nassau, Bahamas, The, October, 1999 | BibTex
  • S.M.M. Faria, Nuno M. M. Rodrigues, Generic Geometric Transform Motion Compensation for Video Coding, IASTED Conf. on Signal and Image Processing, Nassau, United States, October, 1999 | BibTex
  • Nuno M. M. Rodrigues, S.M.M. Faria, V. Silva, General Geometric Transform for Video Compression, International Conf. on Telecommunications - ICT, Sesimbra, Portugal, Vol., pp. - https://www.semanticscholar.org/paper/General-geometric-transform-for-video-compression-Rodriguesyz-Silvay/c77159397aa094e84df8a167bdcdd2716508cb80, April, 1999 | BibTex
  • A. Guarda, Nuno M. M. Rodrigues, F. Pereira, IT/IST/IPLeiria Response to the Call for Evidence on JPEG Pleno Point Cloud Coding, ISO/IEC JTC 1/SC29/WG1 M90019, January 2021,
    | Abstract
    | Full text (PDF 2 MBs)

Closed Projects11

Acronym Name Funding Agency Start date Ending date
CAPES Video coding with MMP FCT/CAPES 01-04-2009 01-04-2012
COMUVI COMUVI - Compressao de Vïdeo Multi-Vista FCT/PTDC 01-01-2010 01-07-2012
Deep-PCR Deep learning-based Point Cloud Representation FCT 01-01-2022 31-12-2024
DRAGON End-to-End Deep learning based image Compression IT 01-10-2021 01-10-2023
EPIC EPIC - Efficient Pattern-matching Image Compression on many-core systems FCT/PTDC 01-01-2012 01-07-2014
MEDICOMP Spatiotemporal compression of volumetric medical images IT/LA 01-09-2014 01-09-2016
MuViDisCo Multiview Video Disparity Compensation using Geometric Transforms IT/LA 01-06-2011 01-08-2014
OPAC Optimization of pattern-matching compression algorithms for GPU’s IT/LA 01-09-2014 01-12-2017
P3DTV Performance Optimisation in 3D TV Broadcasting Services IPLeiria 01-11-2009 01-10-2011
SCODE SCODE- Scanned COmpound Document Encoder FCT/PTDC 01-10-2007 01-10-2010
UDICMI Ultra High Definition Image Communication for Medical Imaging QREN 01-01-2013 01-03-2015
  • Nuno M. M. Rodrigues, Visual Signal Processing and Communications (VSPC) Technical Committee, Member of Technical Committee, IEEE Circuits and Systems Society, 01-01-2024 | Link
  • Nuno M. M. Rodrigues, Efficient multiscale recurrent pattern matching algorithms for image and video compression, Portugal, MAP-tele, PhD Program, Univ. of Aveiro, 06-2011
  • E. Silva, Nuno M. M. Rodrigues, J. Oliveira, Compressão de Sinais usando Recorrência de Padrões Multiescalas, Brazil, Brasília, 06-2007
  • E. Silva, LL Lovisolo, M. Carvalho, Nuno M. M. Rodrigues, E. B. L Filho, S.M.M. Faria, N. Francisco, D. B. G. Graziosi, Compressão de Sinais Além das Transformadas
  • IEEE International Conf. on Multimedia and Expo - ICME, Technical Programme Committee, 2013
  • International Conf. on Signal Processing and Multimedia Applications, Technical Programme Committee, 2009
  • International Conf. on Signal Processing and Multimedia Applications, Technical Programme Committee, 2008
  • International Conf. on Signal Processing and Multimedia Applications, Technical Programme Committee, 2007
  • Associate Editor, IEEE Transactions on Multimedia, 01-10-2024 - 01-10-2026
  • Associate Editor, Eurasip Journal on Image and Video Processing, 01-06-2024 - 01-06-2026
  • Associate Editor, Signal Processing: Image Communication, 01-04-2024 - 01-04-2026
  • Associate Editor, IEEE Open Journal of Signal Processing, 01-01-2023 - 31-12-2025
  • Associate Editor, APSIPA Transactions on Signal and Information Processing, 30-01-2022 - 01-12-2025
  • Signal Processing: Image Communication
    2017, 1 review(s); 2016, 1 review(s); 2012, 1 review(s);
  • IEEE Transactions on Circuits and Systems for Video Technology
    2006, 2 review(s);
  • Signal Processing
    2007, 3 review(s);
  • IEEE Transactions on Image Processing
  • Springer Signal, Image and Video Processing
    2012, 3 review(s);
  • Eurasip Journal on Image and Video Processing
    2012, 1 review(s);
  • International Conf. on Signal Processing and Multimedia Applications
    2009, 1 review(s); 2008, 1 review(s); 2007, 1 review(s);
  • IEEE International Conf. on Image Processing - ICIP
    2012, 1 review(s); 2011, 1 review(s); 2010, 1 review(s); 2009, 1 review(s);
  • IEEE International Symp. on Circuits and Systems - ISCAS
    2012, 1 review(s);
  • International Conf. on Telecommunications - ICT
    2010, 1 review(s);
  • Simpósio Brasileiro de Telecomunicações SBrT
    2009, 1 review(s);
  • IEEE International Conf. on Multimedia and Expo - ICME
    2013, 1 review(s);