Frédéric Dufaux
8
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.
Publications
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 8
- 8
- 5
- 1
- 1
- 1
- 9
|
Representation Learning Optimization for 3D Point Cloud Quality Assessment without Reference29th IEEE International Conference on Image Processing, ICIP 2022, Oct 2022, Bordeaux, France. ⟨10.1109/icip46576.2022.9897689⟩
Communication dans un congrès
hal-03717340v1
|
|
Towards an Image Utility Assessment Framework for Machine PerceptionEuropean Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909664⟩
Communication dans un congrès
hal-03690557v1
|
|
Optimisation de l’apprentissage des représentations pour l’évaluation de la qualité des nuages de points 3D sans référenceGRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03717291v1
|
|
Learning-based 3D point cloud quality assessment using a support vector regressorImage Quality and System Performance, IS&T International Symposium on Electronic Imaging (EI 2022), Jan 2022, San Francisco, United States. ⟨10.2352/EI.2022.34.9.IQSP-385⟩
Communication dans un congrès
hal-03562256v1
|
|
A deep perceptual metric for 3D point cloudsImage Quality and System Performance, IS&T International Symposium on Electronic Imaging (EI 2021), Jan 2021, San Francisco, United States. pp.257-1-257-7, ⟨10.2352/ISSN.2470-1173.2021.9.IQSP-257⟩
Communication dans un congrès
hal-03108242v1
|
|
Deep learning-based blind quality assessment of 3D point clouds without referenceIEEE International Conference on Multimedia & Expo Workshops (ICMEW), Jul 2021, Shenzhen (virtual), China. pp.1-6, ⟨10.1109/ICMEW53276.2021.9455967⟩
Communication dans un congrès
hal-03198099v1
|
|
Convolutional Neural Network for 3D Point Cloud Quality Assessment with ReferenceIEEE International Workshop on Multimedia Signal Processing (MMSP'2021), Oct 2021, Tampere, Finland. pp.1-6, ⟨10.1109/MMSP53017.2021.9733565⟩
Communication dans un congrès
hal-03298952v1
|
|
Combination of Deep Learning-based and Handcrafted Features for Blind Image Quality Assessment9th European Workshop on Visual Information Processing (EUVIP 2021), Jun 2021, Paris (virtual), France. pp.1-6, ⟨10.1109/EUVIP50544.2021.9484013⟩
Communication dans un congrès
hal-03231269v1
|