Frédéric Dufaux
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Documents
Présentation
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. He 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.
He has over 20 years of experience in research, previously holding positions at EPFL, Emitall Surveillance, Genimedia, Compaq, Digital Equipment, and MIT. He was also Editor-in-Chief of Signal Processing: Image Communication from 2010 until 2019.
Frederic served as Chair of the IEEE SPS 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.
He 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, 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.
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Learning-Based Fast Splitting and Directional Mode Decision for VVC Intra PredictionIEEE Transactions on Broadcasting, In press, ⟨10.1109/TBC.2024.3360729⟩
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Hybrid Strategies for Efficient Intra Prediction in Spatial SHVCIEEE Transactions on Broadcasting, 2023, 69 (2), pp.455-468. ⟨10.1109/TBC.2022.3222997⟩
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hal-03877402v1
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A Probability-Based Zero-Block Early Termination Algorithm for QSHVCIEEE Transactions on Broadcasting, 2023, 69 (2), pp.469-481. ⟨10.1109/TBC.2023.3262110⟩
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hal-04028579v1
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Probability-Based Fast Intra Prediction Algorithm for Spatial SHVCIEEE Transactions on Broadcasting, 2022, 68 (1), pp.83 - 96. ⟨10.1109/TBC.2021.3126277⟩
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hal-03432049v1
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Fast Intra mode prediction algorithms for SCBs in VVC SCCInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), IEEE, Apr 2024, Seoul, South Korea
Communication dans un congrès
hal-04413636v1
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A Probability-Based All-Zero Block Early Termination Algorithm for QSHVCInternational Conference on Image Processing (ICIP’2023), IEEE, Oct 2023, Kuala Lumpur, Malaysia. ⟨10.1109/icip49359.2023.10222735⟩
Communication dans un congrès
hal-04149463v1
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Fast Learning-Based Split Type Prediction Algorithm for VVCInternational Conference on Image Processing (ICIP’2023), IEEE, Oct 2023, Kuala Lumpur, Malaysia. ⟨10.1109/icip49359.2023.10222283⟩
Communication dans un congrès
hal-04149443v1
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A Novel Mode Selection-Based Fast Intra Prediction Algorithm for Spatial SHVCICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes Island, Greece. ⟨10.1109/icassp49357.2023.10096913⟩
Communication dans un congrès
hal-04026733v1
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Gaussian Distribution-Based Mode Selection for Intra Prediction of Spatial SHVC29th IEEE International Conference on Image Processing, ICIP 2022, Oct 2022, Bordeaux, France. ⟨10.1109/icip46576.2022.9897180⟩
Communication dans un congrès
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