World's Best Scientists 2026 revealed!
Frederic Dufaux

Frederic Dufaux

D-Index & Metrics

Computer Science

D-Index
48
Citations
10084
World Ranking
6147
National Ranking
127

Electronics and Electrical Engineering

D-Index
44
Citations
8801
World Ranking
3698
National Ranking
62

Research.com Recognitions

  • 2016 - IEEE Fellow For contributions to visual information processing and coding

Overview

Frederic Dufaux is affiliated with CentraleSupélec in France and conducts research primarily within the fields of Computer Science and Engineering. Their work spans over 93 publications in Computer Science and 22 in Engineering, with a focus on areas including Computer Vision and Pattern Recognition, Signal Processing, Computational Mechanics, Computer Graphics and Computer-Aided Design, and Artificial Intelligence.

The scientist's research topics cover multiple technical domains such as Advanced Vision and Imaging, Video Coding and Compression Technologies, 3D Shape Modeling and Analysis, Image and Video Quality Assessment, Computer Graphics and Visualization Techniques, Image Enhancement Techniques, and Advanced Image Processing Techniques.

Recent scholarly contributions include the following papers:

  • "Survey on Deep Learning-Based Point Cloud Compression," 2022, Frontiers in Signal Processing
  • "Learning-Based Fast Splitting and Directional Mode Decision for VVC Intra Prediction," 2024, IEEE Transactions on Broadcasting
  • "Fast Depth and Mode Decision in Intra Prediction for Quality SHVC," 2020, IEEE Transactions on Image Processing
  • "Counter-examples generation from a positive unlabeled image dataset," 2020, Pattern Recognition
  • "Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC," 2021, IEEE Transactions on Broadcasting

Frederic Dufaux frequently publishes in a variety of venues, most notably:

  • arXiv (Cornell University)
  • IEEE Transactions on Broadcasting
  • Frontiers in Signal Processing
  • Electronic Imaging
  • 2022 IEEE International Conference on Image Processing (ICIP)

Collaborations have been a significant aspect of their research career, with frequent co-authors including:

  • Giuseppe Valenzise
  • Aladine Chetouani
  • Dayong Wang
  • Ce Zhu
  • Maurice Quach

Their contributions to the scientific community have been recognized through awards, notably achieving IEEE Fellow status in 2016 for work in visual information processing and coding.

Best Publications

  • A no-reference perceptual blur metric

    P. Marziliano;F. Dufaux;S. Winkler;T. Ebrahimi

  • Motion estimation techniques for digital TV: a review and a new contribution

    F. Dufaux;F. Moscheni

  • Perceptual Blur and Ringing Metrics: Application to JPEG2000

    Pina Marziliano;Frederic Dufaux;Stefan Winkler;Touradj Ebrahimi

  • Technique for indexing data in a network

    Arjen P. deVries;Leonidas Kontothanassis;Michael Sokolov;David E. Kovalcin

  • Efficient, robust, and fast global motion estimation for video coding

    F. Dufaux;J. Konrad

  • Scrambling for Privacy Protection in Video Surveillance Systems

    F. Dufaux;T. Ebrahimi

  • Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression

    Maurice Quach;Giuseppe Valenzise;Frederic Dufaux

  • The JPEG XR image coding standard [Standards in a Nutshell]

    F. Dufaux;G.J. Sullivan;T. Ebrahimi

  • Subjective assessment of H.264/AVC video sequences transmitted over a noisy channel

    F. De Simone;M. Naccari;M. Tagliasacchi;F. Dufaux

  • Scrambling for Video Surveillance with Privacy

    F. Dufaux;T. Ebrahimi

  • Smart video surveillance system ensuring privacy

    Touradj Ebrahimi;Frederic Albert Dufaux

  • Spatio-temporal segmentation based on motion and static segmentation

    F. Dufaux;F. Moscheni;A. Lippman

  • Camera-based document scanning system using multiple-pass mosaicking

    Frederic Dufaux;Sing Bing Kang;Robert Alan Ulichney

  • Deep Tone Mapping Operator for High Dynamic Range Images

    Aakanksha Rana;Praveer Singh;Giuseppe Valenzise;Frederic Dufaux

  • Background mosaicking for low bit rate video coding

    F. Dufaux;F. Moscheni

  • Video quality evaluation for mobile streaming applications

    Stefan Winkler;Frederic Dufaux

  • Efficient scrambling of regions of interest in an image or video to preserve privacy

    Touradj Ebrahimi;Frederic Albert Dufaux

  • A framework for the validation of privacy protection solutions in video surveillance

    Frederic Dufaux;Touradj Ebrahimi

  • Fusion-based multiview distributed video coding

    Mourad Ouaret;Frederic Dufaux;Touradj Ebrahimi

  • Distributed video coding: trends and perspectives

    Frederic Dufaux;Wen Gao;Stefano Tubaro;Anthony Vetro

  • Improved Deep Point Cloud Geometry Compression

    Maurice Quach;Giuseppe Valenzise;Frederic Dufaux

Frequent Co-Authors

Touradj Ebrahimi
Touradj Ebrahimi École Polytechnique Fédérale de Lausanne
Beatrice Pesquet-Popescu
Beatrice Pesquet-Popescu University of Paris-Saclay
Murat Kunt
Murat Kunt École Polytechnique Fédérale de Lausanne
Ce Zhu
Ce Zhu University of Electronic Science and Technology of China
Pierre Duhamel
Pierre Duhamel CentraleSupélec
Rafal Mantiuk
Rafal Mantiuk University of Cambridge
Stefano Tubaro
Stefano Tubaro Polytechnic University of Milan
Stefan Winkler
Stefan Winkler National University of Singapore
Anup Basu
Anup Basu University of Alberta
Patrick Le Callet
Patrick Le Callet University of Nantes

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