Fréderic Dufaux

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

39h-index6.3kcitations406works2.52yr avg
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Research Topics

Advanced Vision and Imaging(147), Video Coding and Compression Technologies(140), Advanced Data Compression Techniques(82), Image Enhancement Techniques(67), Image and Video Quality Assessment(62)

Publications406 total

Parallel-Based Fast Coding Mode Decision for Intra Coding in VVC SCC
2025Open Access
A Multi-Layer End-to-End 360 Image Compression
2025Open Access
Lift-PCAC: Lifting Based Point Cloud Attribute Compression
2025
Fast CU Partition Algorithm For 360-Degree Videos on VVC
2025Open Access
Summarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure
ArXiv.org·2025· 1 citedOpen Access
Channel and space-based joint rate allocation algorithm
2025
Model Predictive Control Algorithm for Video Coding and Uplink Delivery in Delay-Critical Applications
IEEE Open Journal of Signal Processing·2025Open Access
DA-Flow: Dual Attention Normalizing Flow for Skeleton-Based Video Anomaly Detection
IEEE Transactions on Multimedia·2025Open Access
Compression de Nuages de Points basée sur Normalizing Flow
SPIRE - Sciences Po Institutional REpository·2024Open Access
Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics
arXiv (Cornell University)·2024Open Access
Representation Learning Optimization For 3D Point Cloud Quality Assessment Without Reference
IEEE RESOURCE CENTERS·2024Open Access
HYBRID LEARNING-BASED AND HEVC-BASED CODING OF LIGHT FIELDS
IEEE RESOURCE CENTERS·2024Open Access
JUST NOTICEABLE QUANTIZATION LEVELS FOR HIGH DYNAMIC RANGE IMAGES
IEEE RESOURCE CENTERS·2024Open Access
Fast Coding Mode Prediction for Intra Prediction in VVC SCC
2024· 4 citedOpen Access
Enhancing Immersive Experiences through 3D Point Cloud Analysis: A Novel Framework for Applying 2D Visual Saliency Models to 3D Point Clouds
2024Open Access
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection
arXiv (Cornell University)·2024· 2 citedOpen Access
Fast Mode and CU Splitting Decision for Intra Prediction in VVC SCC
IEEE Transactions on Broadcasting·2024· 16 citedOpen Access
Fast Intra Mode Prediction Algorithms for SCBS in VVC SCC
2024· 3 citedOpen Access
Reducing the Complexity of Normalizing Flow Architectures for Point Cloud Attribute Compression
2024· 4 citedOpen Access
Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment
2024· 3 citedOpen Access
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Frequent Co-authors

Touradj Ebrahimi(20), Giuseppe Valenzise(8), F. Moscheni(6), Mourad Ouaret(6), F. Simone(5), Stefano Tubaro(4), Stefan Winkler(3), Béatrice Pesquet‐Popescu(3), Rafał Mantiuk(3), Marco Cagnazzo(3), Pina Marziliano(2), Matteo Naccari(2), Marco Tagliasacchi(2), Aakanksha Rana(2), Ce Zhu(2), Patrick Le Callet(2), Maurice Quach(2), Emin Zerman(2), Yafei Xing(2), Peter Schelkens(2)