Frédéric Dufaux

CNRS

Laboratoire Laboratoire Signaux et Systèmes

frederic.dufaux [at] centralesupelec.fr

Résumé :

  • Dr. Frederic Dufaux is a CNRS Research Director at Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des Signaux et Systèmes (L2S, UMR 8506), where he is head of the Telecom and Networking hub. Frederic is a Fellow of IEEE.
  • Frederic received the M.Sc. in physics and Ph.D. in electrical engineering from the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, in 1990 and 1994 respectively.
  • Frederic has over 20 years of experience in research, previously holding positions at EPFL, Emitall Surveillance, Genimedia, Compaq, Digital Equipment, and MIT. In 2010, he joined CNRS as a Research Director. Frederic was also Editor-in-Chief of Signal Processing: Image Communication from 2010 to 2019.
  • Frederic served as Chair of the IEEE Signal Processing Society Multimedia Signal Processing (MMSP) Technical Committee in 2018 and 2019. He is a member of the IEEE SPS Technical Directions Board. He was Vice General Chair of ICIP 2014, General Chair of MMSP 2018, and Technical Program co-Chair of ICIP 2019. He will be Technical Program co-Chair of ICIP 2021. He is also a founding member and the Chair of the EURASIP Technical Area Committee on Visual Information Processing.
  • Frederic has been involved in the standardization of digital video and imaging technologies for more than 15 years, participating both in the MPEG and JPEG committees. He was co-chairman of JPEG 2000 over wireless (JPWL) and co-chairman of JPSearch. He is the recipient of two ISO awards for these contributions.
  • His research interests include image and video coding, 3D video, high dynamic range imaging, visual quality assessment, video surveillance, privacy protection, image and video analysis, multimedia content search and retrieval, and video transmission over wireless network. He is author or co-author of 3 books, more than 200 research publications (h-index=44, 8000+ citations) and 20 patents issued or pending.

Mots clés :

  • image and video coding, 3D video, high dynamic range imaging, visual quality assessment, video surveillance, privacy protection, image and video analysis, video transmission over wireless network | http://research.centralesupelec.fr/frederic.dufaux

En savoir plus sur Frédéric Dufaux

Publications :

  • Communication dans un congrès - 133 documents
    • Dayong Wang, Junyi Yu, Xin Lu, Frédéric Dufaux, Hongwei Guo, Hui Guo, Ce Zhu. Fast Coding Mode Prediction for Intra Prediction in VVC SCC, 2024-10. (https://hal.science/hal-04609740)
    • Marouane Tliba, Xuemei Zhou, Irene Viola, Pablo Cesar, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Enhancing Immersive Experiences through 3D Point Cloud Analysis: A Novel Framework for Applying 2D Visual Saliency Models to 3D Point Clouds, 2024-06. (https://hal.science/hal-04572478)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Balancing Representation Abstractions and Local Details Preservation for 3D Point Cloud Quality Assessment, 2024-04-14. (https://hal.science/hal-04413630)
    • Dayong Wang, Yishen Deng, Weisheng Li, Xin Lu, Frédéric Dufaux, Bo Hang, Ce Zhu. Fast Intra mode prediction algorithms for SCBs in VVC SCC, 2024-04. (https://hal.science/hal-04413636)
    • Rodrigo Borba Pinheiro, Jean-Eudes Marvie, Giuseppe Valenzise, Frédéric Dufaux. Reducing the complexity of normalizing flow architectures for point cloud attribute compression, 2024-04. (https://hal.science/hal-04413626)
    • Dayong Wang, Xin Lu, Frédéric Dufaux, Qianmin Wang, Weisheng Li, Bo Hang, Ce Zhu. A Probability-Based All-Zero Block Early Termination Algorithm for QSHVC, 2023-10-08. (https://hal.science/hal-04149463)
    • Dayong Wang, Liulin Chen, Xin Lu, Frédéric Dufaux, Weisheng Li, Ce Zhu. Fast Learning-Based Split Type Prediction Algorithm for VVC, 2023-10-08. (https://hal.science/hal-04149443)
    • Théo Gigant, Frédéric Dufaux, Camille Guinaudeau, Marc Decombas. TIB: A Dataset for Abstractive Summarization of Long Multimodal Videoconference Records, 2023-09-20. (https://hal.science/hal-04168911)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Multi-modal Evaluation of 3D Point Clouds Images: A Novel No-Reference Approach using a Multi-Stream Attentive Architecture, 2023-09-04. (https://hal.science/hal-04135641)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. A Novel No-Reference Point Clouds Quality Metric using Transformer Similar Architecture, 2023-08-28. (https://hal.science/hal-04168916)
    • Rodrigo Borba Pinheiro, Jean-Eudes Marvie, Giuseppe Valenzise, Frédéric Dufaux. NF-PCAC: Normalizing Flow based Point Cloud Attribute Compression, 2023-06-04. (https://hal.science/hal-04026663)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment, 2023-06-04. (https://hal.science/hal-04026860)
    • Dayong Wang, Yu Sun, Weisheng Li, Lele Xie, Xin Lu, Frédéric Dufaux, Ce Zhu. A Novel Mode Selection-Based Fast Intra Prediction Algorithm for Spatial SHVC, 2023-06-04. (https://hal.science/hal-04026733)
    • Dayong Wang, Xin Wang, Yu Sun, Weisheng Li, Xin Lu, Frédéric Dufaux. Gaussian Distribution-Based Mode Selection for Intra Prediction of Spatial SHVC, 2022-10-16. (https://hal.science/hal-03717421)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Point cloud quality assessment using cross-correlation of deep features, 2022-10-14. (https://hal.science/hal-03801014)
    • Frédéric Dufaux. Hyper-Realistic and Immersive Imaging for Enhanced Quality of Experience, 2022-10-10. (https://hal.science/hal-03801009)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Representation Learning Optimization for 3D Point Cloud Quality Assessment without Reference, 2022-10. (https://hal.science/hal-03717340)
    • Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Optimisation de l’apprentissage des représentations pour l’évaluation de la qualité des nuages de points 3D sans référence, 2022-09. (https://hal.science/hal-03717291)
    • Zohaib Amjad Khan, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. Towards an Image Utility Assessment Framework for Machine Perception, 2022-08. (https://hal.science/hal-03690557)
    • Yanbo Gao, Menghu Jia, Shuai Li, Xun Cai, Mao Ye, Frédéric Dufaux. A Multiscale Gradient-Backpropagation Optimization Framework For Deformable Convolution Based Compressed Video Enhancement, 2022-05-23. (https://hal.science/hal-03579230)
    • Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Learning-based 3D point cloud quality assessment using a support vector regressor, 2022-01. (https://hal.science/hal-03562256)
    • Giuseppe Valenzise, Maurice Quach, Dat-Than Nguyen, Frédéric Dufaux. Voxel-based Deep Point Cloud Geometry Compression, 2021-11-03. (https://hal.science/hal-03438488)
    • Milan Stepanov, M. Umair Mukati, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux. Learning-based lossless light field compression, 2021-10. (https://hal.science/hal-03298954)
    • Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference, 2021-10. (https://hal.science/hal-03298952)
    • Abhishek Goswami, Ali Ak, Wolf Hauser, Frédéric Dufaux, Patrick Le Callet. Reliability of Crowdsourcing for Subjective Quality Evaluation of Tone Mapping Operators, 2021-10. (https://hal.science/hal-03298957v2)
    • Mourad Aklouf, Marc Leny, Michel Kieffer, Frédéric Dufaux. Interframe-Dependent Rate-QP-Distortion Model for Video Coding and Transmission, 2021-09. (https://hal.science/hal-03231445)
    • Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Deep learning-based blind quality assessment of 3D point clouds without reference, 2021-07. (https://hal.science/hal-03198099)
    • Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. A Deep Point Cloud Geometry Coding Toolbox, 2021-07. (https://hal.science/hal-03231402)
    • Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Combination of Deep Learning-based and Handcrafted Features for Blind Image Quality Assessment, 2021-06. (https://hal.science/hal-03231269)
    • Maurice Quach, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux. A deep perceptual metric for 3D point clouds, 2021-01. (https://hal.science/hal-03108242)
    • Ali Ak, Abhishek Goswami, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux. A Comprehensive Analysis of Crowdsourcing for Subjective Evaluation of Tone Mapping Operators, 2021-01. (https://hal.science/hal-03020972v2)
    • Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux. Hybrid Learning-based and HEVC-based Coding of Light Fields, 2020-10-25. (https://hal.science/hal-02609366)
    • Sevim Begüm Sözer, Alper Koz, Ahmet Oguz Akyuz, Emin Zerman, Giuseppe Valenzise, Frédéric Dufaux. Just Noticeable Quantization Levels for High Dynamic Range Images, 2020-10-25. (https://hal.science/hal-02609440)
    • Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Folding-based Compression of Point Cloud Attributes, 2020-10-25. (https://hal.science/hal-02609423)
    • Chen Kang, Giuseppe Valenzise, Frédéric Dufaux. EVA: An Explainable Visual Aesthetics Dataset, 2020-10. (https://hal.science/hal-02934292)
    • Sevim Begüm Sözer, Alper Koz, Ahmet Oguz Akyuz, Emin Zerman, Giuseppe Valenzise, Frédéric Dufaux. An Experimental Method to Determine Quantization Levels for High Luminance Patterns, 2020-10. (https://hal.science/hal-02519219)
    • Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Improved Deep Point Cloud Geometry Compression, 2020-09. (https://hal.science/hal-02910180)
    • Abhishek Goswami, Mathis Petrovich, Wolf Hauser, Frédéric Dufaux. Tone Mapping Operators: Progressing Towards Semantic-awareness, 2020-07. (https://hal.science/hal-02543939)
    • M. Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux, Søren Forchhammer. View Synthesis-based Distributed Light Field Compression, 2020-07. (https://hal.science/hal-02543941)
    • Mourad Aklouf, Marc Leny, Frédéric Dufaux, Michel Kieffer. Low Complexity Versatile Video Coding (VVC) for Low Bitrate Applications, 2019-10. (https://hal.science/hal-02299789)
    • Mihai Gabriel Constantin, Chen Kang, Gabriela Dinu, Frédéric Dufaux, Giuseppe Valenzise, Bogdan Ionescu. Using Aesthetics and Action Recognition-based Networks for the Prediction of Media Memorability, 2019-10. (https://hal.science/hal-02368920)
    • Mohsen Abdoli, Felix Henry, Patrice Brault, Frédéric Dufaux, Pierre Duhamel, Pierrick Philippe. Intra Block-DPCM With Layer Separation of Screen Content in VVC, 2019-09. (https://hal.science/hal-02116897)
    • Chen Kang, Giuseppe Valenzise, Frédéric Dufaux. Predicting Subjectivity in Image Aesthetics Assessment, 2019-09. (https://hal.science/hal-02191142)
    • F. Chiaroni, M-C. Rahal, N. Hueber, Frédéric Dufaux. Hallucinating a Cleanly Labeled Augmented Dataset from a Noisy Labeled Dataset Using GANs, 2019-09. (https://hal.science/hal-02054836)
    • Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression, 2019-09. (https://hal.science/hal-02116891)
    • Dayong Wang, Yu Sun, Weisheng Li, Ce Zhu, Frédéric Dufaux. FAST INTER MODE PREDICTIONS FOR SHVC, 2019-07. (https://hal.science/hal-02063056)
    • Mohsen Abdoli, Felix Henry, Patrice Brault, Frédéric Dufaux, Pierre Duhamel. Transform Coefficient Coding for Screen Content in Versatile Video Coding (VVC), 2019-05. (https://hal.science/hal-02004626)
    • Nada Chamakhi, Ines Bouzidi, Azza Ouled Zaid, Frédéric Dufaux. JPEG based Compression of Digital Holograms, 2018-11. (https://hal.science/hal-01879327)
    • N.K. Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng. Learning Local Distortion Visibility from Image Quality, 2018-10-07. (https://hal.science/hal-01791412)
    • F Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux. Learning with a generative adversarial network from a positive unlabeled dataset for image classification, 2018-10-07. (https://hal.science/hal-01811008)
    • Florent Chiaroni, Mohamed-Cherif Rahal, Frédéric Dufaux, Nicolas Hueber. Classification d’images en apprenant sur des échantillons positifs et non labélisés avec un réseau antagoniste génératif, 2018-07-04. (https://hal.science/hal-01811036)
    • Benoit Boyadjis, Andrei Purica, Béatrice Pesquet-Popescu, Frédéric Dufaux. Video enhancement with convex optimization methods, 2018-04-15. (https://hal.science/hal-01698173)
    • Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafał Mantiuk, Frédéric Dufaux. The relation between MOS and pairwise comparisons and the importance of cross-content comparisons, 2018-01. (https://hal.science/hal-01654133)
    • Vedad Hulusic, Giuseppe Valenzise, Frédéric Dufaux. Perceived dynamic range of HDR images with no semantic information, 2018-01. (https://hal.science/hal-01654136)
    • Mohsen Abdoli, Felix Henry, Patrice Brault, Pierre Duhamel, Frederic Dufaux. Intra Prediction Using In-Loop Residual Coding for the post-HEVC Standard, 2017-10-16. (https://hal.science/hal-01567380)
    • Andrei Purica, Benoit Boyadjis, Béatrice Pesquet-Popescu, Frederic Dufaux. A study of norms in convex optimization super-resolution from compressed sources, 2017-10-16. (https://hal.science/hal-01567378)
    • Kutan Feyiz, Fatih Kamisli, Emin Zerman, Giuseppe Valenzise, Alper Koz, Frederic Dufaux. Statistical Analysis and Directional Coding of Layer-based HDR Image Coding Residue, 2017-10-16. (https://hal.science/hal-01567379)
    • Yuyang Liu, Ce Zhu, Min Mao, Fangliang Song, Frederic Dufaux, Xiang Zhang. Analytical Distortion Aware Video Coding for Computer Based Video Analysis, 2017-10-16. (https://hal.science/hal-01567381)
    • Vedad Hulusic, Giuseppe Valenzise, Jérôme Fournier, Jean-Charles Gicquel, Frederic Dufaux. Quality of Experience in UHD-1 Phase 2 television: the contribution of UHD+HFR technology, 2017-10-16. (https://hal.science/hal-01567377)
    • Aakanksha A Rana, Giuseppe Valenzise, Frederic Dufaux. Learning-Based Tone Mapping Operator for Image Matching, 2017-09-17. (https://hal.science/hal-01519605)
    • Aakanksha A Rana, Giuseppe Valenzise, Frederic Dufaux. Learning-based Adaptive Tone Mapping for Keypoint Detection, 2017-07-10. (https://hal.science/hal-01478337)
    • Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafal Mantiuk,, Frederic Dufaux. Effect of Color Space on High Dynamic Range Video Compression Performance, 2017-05-31. (https://hal.science/hal-01505967)
    • Kutan Feyiz, Fatih Kamisli, Emin Zerman, Giuseppe Valenzise, Alper Koz, Frédéric Dufaux. Statistical Analysis of Residue Signal for Backward Compatible HDR Image Coding, 2017-05-15. (https://centralesupelec.hal.science/hal-02395452)
    • Andrei Purica, Beatrice Pesquet-Popescu, Frederic Dufaux. A Railroad Detection Algorithm for Infrastructure Surveillance using Enduring Airborne Systems, 2017-03-05. (https://hal.science/hal-01433778)
    • Maxim Karpushin, Giuseppe Valenzise, Frederic Dufaux. Good Features to Track for RGBD images, 2017-03-05. (https://hal.science/hal-01433777)
    • Vedad Hulusic, Giuseppe Valenzise, Kurt Debattista, Frederic Dufaux. Robust dynamic range computation for high dynamic range content, 2017-01. (https://hal.science/hal-01433779)
    • Aakanksha A Rana, Giuseppe Valenzise, Frederic Dufaux. An Evaluation of HDR Image Matching under Extreme Illumination Changes, 2016-11. (https://imt.hal.science/hal-01357141)
    • Benoit Boyadjis, Cyril Bergeron, Beatrice Pesquet-Popescu, Frederic Dufaux. Background simplification for ROI-oriented low bitrate video coding, 2016-09. (https://imt.hal.science/hal-01433775)
    • Wei Fan, Giuseppe Valenzise, Francesco Banterle, Frederic Dufaux. Forensic Detection of Inverse Tone Mapping in HDR images, 2016-09. (https://imt.hal.science/hal-01433773)
    • Benoit Boyadjis, Beatrice Pesquet-Popescu, Frederic Dufaux, Cyril Bergeron. Super-resolution of HEVC videos via convex optimization, 2016-09. (https://imt.hal.science/hal-01433774)
    • Aakanksha A Rana, Giuseppe Valenzise, Frederic Dufaux. Optimizing Tone Mapping Operators for Keypoint Detection under Illumination Changes, 2016-09. (https://imt.hal.science/hal-01349708)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. Keypoint detection in RGBD images based on an efficient viewpoint-covariant multiscale representation, 2016-08-29. (https://hal.science/hal-01349025)
    • Colas Schretter, Stijn Bettens, David Blinder, Beatrice Pesquet-Popescu, Marco Cagnazzo, Frederic Dufaux, Peter Schelkens. Compressed digital holography: from micro towards macro, 2016-08. (https://hal.science/hal-01436102)
    • Antoine Dricot, Joël Jung, Marco Cagnazzo, Béatrice Pesquet, Frédéric Dufaux. Improved integral images compression based on multi-view extraction, 2016-08. (https://hal.science/hal-01436104)
    • Emin Zerman, Giuseppe Valenzise, Frédéric Dufaux. A dual modulation algorithm for accurate reproduction of high dynamic range video, 2016-07-11. (https://hal.science/hal-01362368)
    • Cagri Ozcinar, Paul Lauga, Giuseppe Valenzise, Frederic Dufaux. HDR Video Coding based on a Temporally Constrained Tone Mapping Operator,, 2016-07. (https://imt.hal.science/hal-01433776)
    • Vedad Hulusic, Giuseppe Valenzise, Edoardo Provenzi, Debattista Kurt, Frédéric Dufaux. Perceived dynamic range of HDR images, 2016-06-06. (https://hal.science/hal-01386170)
    • Andrei Purica, Giuseppe Valenzise, Beatrice Pesquet-Popescu, Frederic Dufaux. Using region-of-interest for quality evaluation of DIBR-based view synthesis methods, 2016-06. (https://imt.hal.science/hal-01349801)
    • A.C. Furtado, Irene Cheng, Frederic Dufaux, Anup Basu. Robust Transmission of Motion Capture Data using Interleaved LDPC and Inverse Kinematics, 2016-05. (https://imt.hal.science/hal-01436116)
    • Antoine Dricot, Joël Jung, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Schéma de compression d'images intégrales basé sur l'extraction de vues, 2016-05. (https://hal.science/hal-01436111)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. An image smoothing operator for fast and accurate scale space approximation, 2016-03-20. (https://hal.science/hal-01299839)
    • Andrei Purica, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux, Bogdan Ionescu. View synthesis based on temporal prediction via warped motion vector fields, 2016-03. (https://imt.hal.science/hal-01287903)
    • Aakanksha A Rana, Giuseppe Valenzise, Frederic Dufaux. Evaluation of Feature Detection in HDR Based Imaging Under Changes in Illumination Conditions, 2015-12-15. (https://hal.science/hal-01331624)
    • Andrei Purica, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux, Bogdan Ionescu. A DISTORTION EVALUATION FRAMEWORK IN 3D VIDEO VIEW SYNTHESIS, 2015-12. (https://imt.hal.science/hal-01290380)
    • Irene Cheng, Masha Mohammadkhani, Anup Basu, Frederic Dufaux. Foveated High Efficiency Video Coding for Low Bit Rate Transmission, 2015-12. (https://imt.hal.science/hal-01433760)
    • Yafei Xing, Mounir Kaaniche, Beatrice Pesquet-Popescu, Frederic Dufaux. Sparse Based Adaptive non Separable Vector Lifting Scheme for Holograms Compression, 2015-12. (https://imt.hal.science/hal-01436132)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. Improving distinctiveness of BRISK features using depth maps, 2015-09-27. (https://hal.science/hal-01299845)
    • Antoine Dricot, Joel Jung, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Integral images compression scheme based on view extraction, 2015-09. (https://imt.hal.science/hal-01433758)
    • Emin Zerman, Giuseppe Valenzise, Francesca de Simone, Francesco Banterle, Frederic Dufaux. Effects of display rendering on HDR image quality assessment, 2015-08-09. (https://hal.science/hal-01203796)
    • Frederic Dufaux, Yafei Xing, Beatrice Pesquet-Popescu, Peter Schelkens. Compression of digital holographic data: an overview, 2015-08. (https://imt.hal.science/hal-01433759)
    • Shuai Li, Ce Zhu, Yanbo Gao, Yimin Zhou, Frederic Dufaux, Ming-Ting Sun. Inter-Frame Dependent Rate-Distortion Optimization Using Lagrangian Multiplier Adaption, 2015-07. (https://imt.hal.science/hal-01433757)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. A scale space for texture+depth images based on a discrete Laplacian operator, 2015-06-29. (https://hal.science/hal-01299841)
    • D. Blinder, A. Ahar, A. Symeonidou, Yafei Xing, T. Bruylants, C. Schretter, Beatrice Pesquet-Popescu, Frederic Dufaux, A. Munteanu, Peter Schelkens. Open Access Database for Experimental Validations of Holographic Compression Engines, 2015-05. (https://imt.hal.science/hal-01433756)
    • Francesca de Simone, Giuseppe Valenzise, Paul Lauga, Frederic Dufaux, Francesco Banterle. Dynamic Range Expansion of Video Sequences: a Subjective Quality Assessment Study, 2014-12-03. (https://hal.science/hal-01082628)
    • Antoine Dricot, Joël Jung, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Compression de contenu vidéo Super Multi-Vue avec parallaxe horizontale et verticale, 2014-11. (https://hal.science/hal-01436168)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. LOCAL VISUAL FEATURES EXTRACTION FROM TEXTURE+DEPTH CONTENT BASED ON DEPTH IMAGE ANALYSIS, 2014-10-27. (https://hal.science/hal-01082629)
    • Antoine Dricot, Jung Joel, Marco Cagnazzo, Béatrice Pesquet-Popescu, Frédéric Dufaux. Full parallax Super Multi-View video coding, 2014-10-27. (https://hal.science/hal-01201963)
    • Paul Lauga, Giuseppe Valenzise, Giovanni Chierchia, Frédéric Dufaux. IMPROVED TONE MAPPING OPERATOR FOR HDR CODING OPTIMIZING THE DISTORTION/SPATIAL COMPLEXITY TRADE-OFF, 2014-09-01. (https://hal.science/hal-01141081)
    • Giuseppe Valenzise, Francesca de Simone, Paul Lauga, Frederic Dufaux. Performance evaluation of objective quality metrics for HDR image compression, 2014-08. (https://hal.science/hal-01436204)
    • Yafei Xing, Beatrice Pesquet-Popescu, Frederic Dufaux. Comparative Study of Scalar and Vector Quantization on Different Phase-shifting Digital Holographic Data Representations, 2014-07. (https://imt.hal.science/hal-01436170)
    • J. Farah, Marie-Rita Hojeij, Jihad Chrabieh, Frederic Dufaux. Full-Reference and Reduced-Reference Quality Metrics based on SIFT, 2014-05. (https://imt.hal.science/hal-01433762)
    • Paul Lauga, Alper Koz, Giuseppe Valenzise, Frédéric Dufaux. Segmentation-based optimized tone mapping for high dynamic range image and video coding, 2013-12-08. (https://hal.science/hal-01070851)
    • Yafei Xing, Beatrice Pesquet-Popescu, Frederic Dufaux. Vector Quantization for Computer Generated Phase-Shifting Holograms, 2013-11. (https://imt.hal.science/hal-01436415)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping With LDR Image Quality Constraint for Backward-Compatible High Dynamic Range Image and Video Coding, 2013-09. (https://hal.science/hal-01436223)
    • Francesca de Simone, Frederic Dufaux. Comparison of DASH Adaptation Strategies Based on Bitrate and Quality Signalling, 2013-09. (https://hal.science/hal-01436215)
    • Marc Decombas, Beatrice Pesquet-Popescu, Frederic Dufaux. Résumé vidéo par regroupement de seams, 2013-09. (https://hal.science/hal-01436254)
    • Marc Decombas, Nicolas Riche, Frederic Dufaux, Beatrice Pesquet-Popescu, Matei Mancas, Bernard Gosselin, Thierry Dutoit. Spatio-Temporal Saliency Based on RARE Model, 2013-09. (https://hal.science/hal-01436250)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping with LDR Image Quality Constraint for backward-compatible High Dynamic Range Image and Video Compression, 2013-09. (https://telecom-paris.hal.science/hal-02411946)
    • Yafei Xing, Beatrice Pesquet-Popescu, Frederic Dufaux. Compression of computer generated phase-shifting hologram sequences, 2013-08. (https://imt.hal.science/hal-01433763)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping with Flickering Constraint for backward-compatible High Dynamic Range Image and Video Compression, 2013-07. (https://telecom-paris.hal.science/hal-02411947)
    • Giovanni Petrazzuoli, C. Macovei, I.-E. Nicolae, Marco Cagnazzo, Frederic Dufaux, Beatrice Pesquet-Popescu. Versatile Multiview Layered Video Based on Distributed Source Coding, 2013-07. (https://hal.science/hal-01436236)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping with Flickering Constraint for Backward-Compatible High Dynamic Range Video Coding, 2013-07. (https://hal.science/hal-01436226)
    • Giovanni Petrazzuoli, Corina Macovei, Irina-Emilia Nicolae, Marco Cagnazzo, Frederic Dufaux, Beatrice Pesquet-Popescu. Versatile layered depth video coding based on distributed video coding, 2013-07. (https://telecom-paris.hal.science/hal-02286827)
    • Marc Decombas, Frederic Dufaux, Beatrice Pesquet-Popescu. Spatio-temporal grouping with constraint for seam carving in video summary application, 2013-07. (https://hal.science/hal-01436376)
    • Paul Lauga, Alper Koz, Giuseppe Valenzise, Frederic Dufaux. REGION-BASED TONE MAPPING FOR EFFICIENT HIGH DYNAMIC RANGE VIDEO CODING, 2013-06-10. (https://hal.science/hal-00973500)
    • Yafei Xing, Beatrice Pesquet-Popescu, Frederic Dufaux. Compression of Computer Generated Hologram Based on Phase-Shifting Algorithm, 2013-06. (https://imt.hal.science/hal-01433769)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping with Perceptually Uniform Luminance Values for Backward-Compatible High Dynamic Range Video Compression, 2012-11. (https://hal.science/hal-01436377)
    • Alper Koz, Frederic Dufaux. Optimized Tone Mapping with Perceptually Uniform Luminance Values for backward-compatible High Dynamic Range Compression, 2012-11. (https://telecom-paris.hal.science/hal-02288336)
    • M. Décombas, E. Renan, F. Capman, Beatrice Pesquet-Popescu, Frederic Dufaux. Compression vidéo sémantique par seam carving, 2012-10. (https://telecom-paris.hal.science/hal-02412015)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, Joumana Farah, Marco Cagnazzo. Fusion of Global and Local Side Information using Support Vector Machine in Transform-Domain Distributed Video Coding, 2012-08. (https://hal.science/hal-01436379)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, J. Farah, M. Cagnazzo. Fusion of Global and Local Side Information using Support Vector Machine in Transform-Domain DVC, 2012-08. (https://imt.hal.science/hal-01433766)
    • Abdel-Bassir Abou-Elailah, Giovanni Petrazzuoli, Joumana Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Side information improvement in transform-domain distributed video coding, 2012-08. (https://hal.science/hal-01436384)
    • Alper Koz, Frederic Dufaux. A comparative survey on high dynamic range video compression, 2012-08. (https://hal.science/hal-01436381)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, J. Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu. Successive Refinement of Side Information using Adaptive Search Area for Long Duration GOPs in Distributed Video Coding, 2012-04. (https://imt.hal.science/hal-01433767)
    • Giovanni Petrazzuoli, M. Cagnazzo, Frederic Dufaux, Beatrice Pesquet-Popescu. USING DISTRIBUTED SOURCE CODING AND DEPTH IMAGE BASED RENDERING TO IMPROVE INTERACTIVE MULTIVIEW VIDEO ACCESS, 2011-09. (https://imt.hal.science/hal-00682874)
    • Giovanni Petrazzuoli, M. Cagnazzo, Frederic Dufaux, Beatrice Pesquet-Popescu. WYNER-ZIV CODING FOR DEPTH MAPS IN MULTIVIEW VIDEO-PLUS-DEPTH, 2011-09. (https://imt.hal.science/hal-00682875)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, Joumana Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu. AMELIORATION PROGRESSIVE DE L'INFORMATION ADJACENTE POUR LE CODAGE VIDEO DISTRIBUE, 2011-09. (https://hal.science/hal-01436392)
    • Marc Decombas, Francois Capman, Erwann Renan, Frederic Dufaux, Beatrice Pesquet-Popescu. Seam carving for semantic video coding, 2011-08. (https://hal.science/hal-01436423)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, Joumana Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu. Successive Refinement of Motion Compensated Interpolation for Transform-Domain Distributed Video Coding, 2011-08. (https://hal.science/hal-01436393)
    • Abdel-Bassir Abou-Elailah, Joumana Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Improved Side Information Generation for Distributed Video Coding, 2011-07. (https://hal.science/hal-01436401)
    • Frederic Dufaux. Support Vector Machine based Fusion for Multi-view Distributed Video Coding, 2011-07. (https://hal.science/hal-01436399)
    • Frederic Dufaux. Video Scrambling for Privacy Protection in Video Surveillance – Recent Results and Validation Framework, 2011-04. (https://hal.science/hal-01436403)
    • Frederic Dufaux, Touradj Ebrahimi. Encoder and Decoder Side Global and Local Motion Estimation for Distributed Video Coding, 2010-10. (https://hal.science/hal-01436408)
  • Article dans une revue - 52 documents
    • Yuanyuan Huang, Junyi Yu, Dayong Wang, Xin Lu, Frédéric Dufaux, Hui Guo, Ce Zhu. Learning-Based Fast Splitting and Directional Mode Decision for VVC Intra Prediction, 2024-06. (https://hal.science/hal-04467050)
    • Dayong Wang, Junyi Yu, Xin Lu, Frédéric Dufaux, Bo Hang, Hui Guo, Ce Zhu. Fast Mode and CU Splitting Decision for Intra Prediction in VVC SCC, 2024. (https://hal.science/hal-04572472)
    • Frédéric Dufaux. Editorial: Editor’s challenge—image processing, 2023-12-07. (https://hal.science/hal-04331041)
    • Zizhuang Zou, Mao Ye, Shuai Li, Xue Li, Frédéric Dufaux. 360° Image Saliency Prediction by Embedding Self-Supervised Proxy Task, 2023-09. (https://hal.science/hal-04028523)
    • Dayong Wang, Yu Sun, Weisheng Li, Lele Xie, Xin Lu, Frédéric Dufaux, Ce Zhu. Hybrid Strategies for Efficient Intra Prediction in Spatial SHVC, 2023-06. (https://hal.science/hal-03877402)
    • Ivan V. Bajić, Marta Mrak, Frédéric Dufaux, Enrico Magli, Tsuhan Chen. Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee, 2023-06. (https://hal.science/hal-04028488)
    • Dayong Wang, Xin Lu, Yu Sun, Qianmin Wang, Weisheng Li, Frédéric Dufaux, Ce Zhu. A Probability-Based Zero-Block Early Termination Algorithm for QSHVC, 2023-06. (https://hal.science/hal-04028579)
    • Ali Ak, Abhishek Goswami, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux. RV-TMO: Large-Scale Dataset for Subjective Quality Assessment of Tone Mapped Images, 2023. (https://hal.science/hal-03760617)
    • Jian Yue, Yanbo Gao, Shuai Li, Hui Yuan, Frédéric Dufaux. A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding, 2022-06. (https://hal.science/hal-03579429)
    • Dayong Wang, Yu Sun, Jinhua Liu, Frédéric Dufaux, Xin Lu, Bo Hang. Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC, 2022-03. (https://hal.science/hal-03432049)
    • Maurice Quach, Jiahao Pang, Dong Tian, Giuseppe Valenzise, Frédéric Dufaux. Survey on Deep Learning-based Point Cloud Compression, 2022. (https://hal.science/hal-03579360)
    • Zhu Li, Shan Liu, Frédéric Dufaux, Li Li, Ge Li, C.-C. Jay Kuo. Guest Editorial Introduction to the Special Issue on Recent Advances in Point Cloud Processing and Compression, 2021-12. (https://hal.science/hal-03499185)
    • Muhammad Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux. Improved Deep Distributed Light Field Coding, 2021-05. (https://hal.science/hal-03198096)
    • Frédéric Dufaux. Grand Challenges in Image Processing, 2021-04. (https://hal.science/hal-03231468)
    • Raoua Khwildi, Azza Ouled Zaid, Frédéric Dufaux. Query-by-example HDR image retrieval based on CNN, 2021-02. (https://hal.science/hal-03133970)
    • Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods, 2021-01. (https://hal.science/hal-02302705v2)
    • Dayong Wang, Yu Sun, Ce Zhu, Weisheng Li, Frédéric Dufaux, Jiangtao Luo. Fast Depth and Mode Decision in Intra Prediction for Quality SHVC, 2020-12. (https://hal.science/hal-02550207)
    • Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux. Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification, 2020-11. (https://hal.science/hal-02302682v2)
    • Dayong Wang, Yu Sun, Ce Zhu, Weisheng Li, Frédéric Dufaux. Fast Depth and Inter Mode Prediction for Quality Scalable High Efficiency Video Coding, 2020-04. (https://hal.science/hal-02270536)
    • Aakanksha A Rana, Praveer Singh, Giuseppe Valenzise, Frédéric Dufaux, Nikos Komodakis, Aljosa Smolic. Deep Tone Mapping Operator for High Dynamic Range Images, 2019-12. (https://hal.science/hal-02277859)
    • Meha Hachani, Azza Ouled Zaid, Frédéric Dufaux. Phase-shifting digital holographic data compression, 2019-09. (https://hal.science/hal-02158838)
    • Marta Mrak, Enrico Magli, Frédéric Dufaux. Spotlight on the Multimedia Signal Processing Technical Committee, 2019-05. (https://hal.science/hal-02113133)
    • Dayong Wang, Ce Zhu, Yu Sun, Frederic Dufaux, Yuanyuan Huang. Efficient Multi-Strategy Intra Prediction for Quality Scalable High Efficiency Video Coding, 2019-04. (https://hal.science/hal-01572623)
    • Andrei Purica, Benoit Boyadjis, Béatrice Pesquet-Popescu, Frédéric Dufaux, Cyril Bergeron. A convex optimization framework for video quality and resolution enhancement from multiple descriptions, 2019-04. (https://hal.science/hal-01900417)
    • Aakanksha A Rana, Giuseppe Valenzise, Frédéric Dufaux. Learning-based tone mapping operator for efficient image matching, 2019-01. (https://hal.science/hal-01716965)
    • Wei Fan, Giuseppe Valenzise, Francesco Banterle, Frédéric Dufaux. Fine-Grained Detection of Inverse Tone Mapping in HDR Images, 2018-11. (https://hal.science/hal-01802193)
    • Yuyang Liu, Ce Zhu, Min Mao, Fangliang Song, Frédéric Dufaux, Xiang Zhang. Video Analytical Coding: When Video Coding Meets Video Analysis, 2018-09-01. (https://hal.science/hal-01794671)
    • Mohsen Abdoli, Felix Henry, Patrice Brault, Pierre Duhamel, Frédéric Dufaux. Short Distance Intra Prediction of Screen Content in Versatile Video Coding (VVC), 2018-09. (https://hal.science/hal-01876742)
    • Cagri Ozcinar, Paul Lauga, Giuseppe Valenzise, Frédéric Dufaux. Spatio-Temporal Constrained Tone Mapping Operator for HDR Video Compression, 2018-08. (https://hal.science/hal-01806470)
    • N.K. Kottayil, Giuseppe Valenzise, Frederic Dufaux, Irene Cheng. Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images, 2018-03. (https://hal.science/hal-01643449)
    • Maxim Karpushin, Giuseppe Valenzise, Frederic Dufaux. TRISK: A local features extraction framework for texture-plus-depth content matching, 2018-03. (https://hal.science/hal-01654139)
    • Emin Zerman, Giuseppe Valenzise, Frederic Dufaux. An extensive performance evaluation of full-reference HDR image quality metrics, 2017-12. (https://hal.science/hal-01493996)
    • Benoit Boyadjis, Cyril Bergeron, Beatrice Pesquet-Popescu, Frederic Dufaux. Extended Selective Encryption of H.264/AVC (CABAC) and HEVC encoded video streams, 2017-04. (https://hal.science/hal-01433748)
    • Elie Gabriel Mora, Marco Cagnazzo, Frederic Dufaux. AVC to HEVC transcoder based on quadtree limitation, 2017-03. (https://imt.hal.science/hal-01763557)
    • Elie Gabriel Mora, Marco Cagnazzo, Frederic Dufaux. AVC to HEVC transcoder based on quadtree limitation, 2017-03. (https://hal.science/hal-01433749)
    • Vedad Hulusic, Kurt Debattista, Giuseppe Valenzise, Frédéric Dufaux. A model of perceived dynamic range for HDR images, 2017. (https://hal.science/hal-01441630)
    • N.K. Kottayil, Irene Cheng, Frederic Dufaux, Anup Basu. A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment, 2016-09. (https://imt.hal.science/hal-01433744)
    • Shuai Li, Ce Zhu, Yanbo Gao, Yimin Zhou, Frederic Dufaux, Ming-Ting Sun. Lagrangian Multiplier Adaptation for Rate-Distortion Optimization with Inter-frame Dependency, 2016-01. (https://imt.hal.science/hal-01433747)
    • Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux. Keypoint Detection in RGBD Images Based on an Anisotropic Scale Space, 2016. (https://hal.science/hal-01348978)
    • Antoine Dricot, Joel Jung, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux, Péter Tamás Kovács, Vamsi Kiran Adhikarla. Subjective evaluation of Super Multi-View compressed contents on high-end light-field 3D displays, 2015-11. (https://imt.hal.science/hal-01433750)
    • M. Décombas, Younous Fellah, Frederic Dufaux, Beatrice Pesquet-Popescu, F. Capman, E. Renan. Seam Carving Modeling for Semantic Video Coding in Security Applications, 2015-08. (https://imt.hal.science/hal-01433780)
    • Abdalbassir Abou-Elailah, Frederic Dufaux, Joumana Farah, Marco Cagnazzo, Srivastava Anuj, Béatrice Pesquet-Popescu. Fusion of Global and Local Motion Estimation Using Foreground Objects for Distributed Video Coding, 2015-06. (https://hal.science/hal-01433781)
    • Yafei Xing, Mounir Kaaniche, Beatrice Pesquet-Popescu, Frederic Dufaux. Adaptive non separable vector lifting scheme for digital holographic data compression, 2015-01. (https://imt.hal.science/hal-01433770)
    • Yafei Xing, Mounir Kaaniche, Béatrice Pesquet-Popescu, Frédéric Dufaux. Adaptive nonseparable vector lifting scheme for digital holographic data compression, 2014-12-31. (https://hal.science/hal-04436766)
    • Yafei Xing, Mounir Kaaniche, Béatrice Pesquet-Popescu, Frédéric Dufaux. Vector lifting scheme for phase-shifting holographic data compression, 2014-05-20. (https://hal.science/hal-04436768)
    • Alper Koz, Frederic Dufaux. Methods for Improving the Tone Mapping for Backward Compatible High Dynamic Range Image and Video Coding, 2014-02. (https://hal.science/hal-01433782)
    • Giovanni Petrazzuoli, Marco Cagnazzo, Beatrice Pesquet-Popescu, Frederic Dufaux. Enabling Immersive Visual Communications through Distributed Video Coding, 2013-05. (https://telecom-paris.hal.science/hal-02286709)
    • Abdel-Bassir Abou-Elailah, Frederic Dufaux, J. Farah, Marco Cagnazzo, Beatrice Pesquet-Popescu. Fusion of Global and Local Motion Estimation for Distributed Video Coding, 2013-01. (https://imt.hal.science/hal-01433768)
    • Frederik Temmermans, Frederic Dufaux, Peter Schelkens. JPSearch: Metadata Interoperability During Image Exchange, 2012-09. (https://hal.science/hal-01435347)
    • Kyoungro Yoon, Youngseop Kim, Je-Ho Park, Jaime Delgado, Akio Yamada, Frederic Dufaux, Ruben Tous. JPSearch: New international standard providing interoperable framework for image search and sharing, 2012-08. (https://hal.science/hal-01435345)
    • Frederic Dufaux. Emerging 3D Stereo and Multiview Video Compression Standards, 2011-06. (https://telecom-paris.hal.science/hal-02286476)
    • Francesca de Simone, Matteo Naccari, Marco Tagliasacchi, Frederic Dufaux, Stefano Tubaro, Touradj Ebrahimi. Subjective Quality Assessment of H.264/AVC Video Streaming with Packet Losses, 2011. (https://hal.science/hal-01435352)
  • PATENT - 5 documents
    • Jean-Eudes Marvie, Rodrigo Borba Pinheiro, Giuseppe Valenzise, Frédéric Dufaux. Methods and Apparatuses for Encoding and Decoding a Point Cloud, 2023-03-15. (https://centralesupelec.hal.science/hal-04417931)
    • Maurice Quach, Jiahao Pang, Muhammad Asad Lodhi, Dong Tian, Giuseppe Valenzise, Frédéric Dufaux. State Summarization for Binary Voxel Grid Coding, 2021-11. (https://hal.science/hal-04322489)
    • Jiahao Pang, Dong Tian, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Outlier Grouping based Point Cloud Compression, 2021-11. (https://hal.science/hal-04322490)
    • Jiahao Pang, Dong Tian, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Learning-based PCC via Unfolding of 3D Point Clouds, 2021-06. (https://hal.science/hal-04322485)
    • Dong Tian, Jiahao Pang, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux. Learning-based Point Cloud Compression via Tearing Transform, 2021-04. (https://hal.science/hal-04322454)
  • Chapitre d'ouvrage - 16 documents
  • Autre publication - 5 documents
    • Rodrigo Borba Pinheiro, Jean-Eudes Marvie, Giuseppe Valenzise, Frédéric Dufaux. [AI-3DGC] NF-PCAC - deep point cloud attribute compression with normalizing flow, 2022-10. (https://hal.science/hal-04505886)
    • Marc Decombas, Frederic Dufaux, Erwann Renan, Beatrice Pesquet-Popescu, Francois Capman. A NEW OBJECT BASED QUALITY METRIC BASED ON SIFT AND SSIM, 2012-10-01. (https://hal.science/hal-00739928)
    • Marc Decombas, Frederic Dufaux, Erwann Renan, Beatrice Pesquet-Popescu, Francois Capman. Improved Seam Carving for Semantic Video Coding, 2012-09-01. (https://hal.science/hal-00739918)
    • Marc Decombas, Erwann Renan, Francois Capman, Frederic Dufaux, Beatrice Pesquet-Popescu. Closed loop Seams Approximation for Video Compression, 2012-07-02. (https://hal.science/hal-00739916)
    • Marc Decombas, Francois Capman, Erwann Renan, Frederic Dufaux, Beatrice Pesquet-Popescu. Seam Carving for semantic video coding, 2011-08-01. (https://hal.science/hal-00739884)
  • SOFTWARE - 1 document
  • Ouvrage - 5 documents