F. Dufaux

Most-cited papers

Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression
Maurice Quach, G. Valenzise, F. Dufaux
2019International Conference on Information Photonics214 citations Open access
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Improved Deep Point Cloud Geometry Compression
Maurice Quach, G. Valenzise, F. Dufaux
2020IEEE International Workshop on Multimedia Signal Processing149 citations Open access
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Deep Tone Mapping Operator for High Dynamic Range Images
A. Rana, Praveer Singh, G. Valenzise, F. Dufaux +2 more
2019IEEE Transactions on Image Processing122 citations Open access
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Survey on Deep Learning-Based Point Cloud Compression
Maurice Quach, J. Pang, Dong Tian, G. Valenzise +1 more
2022Frontiers in Signal Processing83 citations Open access
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Extended Selective Encryption of H.264/AVC (CABAC)- and HEVC-Encoded Video Streams
Benoit Boyadjis, Cyril Bergeron, B. Pesquet-Popescu, F. Dufaux
2017IEEE transactions on circuits and systems for video technology (Print)72 citations Open access
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Deep Learning-Based Quality Assessment Of 3d Point Clouds Without Reference
A. Chetouani, Maurice Quach, G. Valenzise, F. Dufaux
20212021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)65 citations Open access
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Folding-Based Compression Of Point Cloud Attributes
Maurice Quach, G. Valenzise, F. Dufaux
2020International Conference on Information Photonics56 citations Open access
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EVA: An Explainable Visual Aesthetics Dataset
Ka-Ni Chen, G. Valenzise, F. Dufaux
2020Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends50 citations Open access
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An extensive performance evaluation of full-reference HDR image quality metrics
Emin Zerman, G. Valenzise, F. Dufaux
2017Quality and User Experience50 citations Open access
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Learning-Based Tone Mapping Operator for Efficient Image Matching
A. Rana, G. Valenzise, F. Dufaux
2019IEEE transactions on multimedia41 citations Open access
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”Draw Me Your Neighborhood”: A Gentrified Paris Neighbourhood through Its Children’s Eyes
Sonia Lehman-frisch, Jean-Yves Authier, F. Dufaux
201940 citations
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The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons
Emin Zerman, Vedad Hulusic, G. Valenzise, Rafał K. Mantiuk +1 more
2018Human Vision and Electronic Imaging38 citations Open access
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Efficient Multi-Strategy Intra Prediction for Quality Scalable High Efficiency Video Coding
Dayong Wang, Ce Zhu, Y. Sun, F. Dufaux +1 more
2019IEEE Transactions on Image Processing29 citations Open access
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Learning with A Generative Adversarial Network From a Positive Unlabeled Dataset for Image Classification
Florent Chiaroni, Mohamed-Cherif Rahal, N. Hueber, F. Dufaux
2018International Conference on Information Photonics29 citations
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PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment
Marouane Tliba, A. Chetouani, G. Valenzise, F. Dufaux
2022IEEE International Conference on Acoustics, Speech, and Signal Processing27 citations Open access
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Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference
A. Chetouani, Maurice Quach, G. Valenzise, F. Dufaux
2021IEEE International Workshop on Multimedia Signal Processing25 citations Open access
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Counter-examples generation from a positive unlabeled image dataset
Florent Chiaroni, G. Khodabandelou, Mohamed-Cherif Rahal, N. Hueber +1 more
2020Pattern Recognition22 citations Open access
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Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images
N. K. Kottayil, G. Valenzise, F. Dufaux, I. Cheng
2017IEEE Transactions on Image Processing21 citations Open access
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Point Cloud Quality Assessment Using Cross-correlation of Deep Features
Marouane Tliba, A. Chetouani, G. Valenzise, F. Dufaux
2022QoEVMA @ ACM Multimedia20 citations Open access
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Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference
Marouane Tliba, A. Chetouani, G. Valenzise, F. Dufaux
2022International Conference on Information Photonics20 citations Open access
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Fast Depth and Inter Mode Prediction for Quality Scalable High Efficiency Video Coding
Dayong Wang, Y. Sun, Ce Zhu, Weisheng Li +1 more
2020IEEE transactions on multimedia19 citations Open access
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Keypoint Detection in RGBD Images Based on an Anisotropic Scale Space
M. Karpushin, G. Valenzise, F. Dufaux
2016IEEE transactions on multimedia19 citations Open access
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NF-PCAC: Normalizing Flow Based Point Cloud Attribute Compression
Rodrigo B. Pinheiro, Jean-Eudes Marvie, G. Valenzise, F. Dufaux
2023IEEE International Conference on Acoustics, Speech, and Signal Processing18 citations Open access
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Advances and Challenges in Computational Image Aesthetics
G. Valenzise, Ka-Ni Chen, F. Dufaux
2021Human Perception of Visual Information18 citations Open access
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Intra Block-DPCM with Layer Separation of Screen Content in VVC
Mohsen Abdoli, F. Henry, P. Brault, F. Dufaux +2 more
2019International Conference on Information Photonics18 citations Open access
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Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC
Dayong Wang, Y. Sun, Jinhua Liu, F. Dufaux +2 more
2022IEEE transactions on broadcasting17 citations Open access
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Self-Supervised Learning for Autonomous Vehicles Perception: A Conciliation Between Analytical and Learning Methods
Florent Chiaroni, Mohamed-Cherif Rahal, N. Hueber, F. Dufaux
2019IEEE Signal Processing Magazine17 citations Open access
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Academic Press Library in Signal Processing, Volume 6
F. Dufaux
201717 citations
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RV-TMO: Large-Scale Dataset for Subjective Quality Assessment of Tone Mapped Images
A. Ak, Abhishek Goswami, Wolf Hauser, P. Le Callet +1 more
2023IEEE transactions on multimedia16 citations Open access
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Grand Challenges in Image Processing
F. Dufaux
2021Frontiers in Signal Processing16 citations Open access
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Fast Depth and Mode Decision in Intra Prediction for Quality SHVC
Dayong Wang, Y. Sun, Ce Zhu, Weisheng Li +2 more
2020IEEE Transactions on Image Processing15 citations Open access
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A model of perceived dynamic range for HDR images
Vedad Hulusic, K. Debattista, G. Valenzise, F. Dufaux
2017Signal processing. Image communication15 citations Open access
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Learning-based tone mapping operator for image matching
A. Rana, G. Valenzise, F. Dufaux
2017International Conference on Information Photonics15 citations Open access
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360° Image Saliency Prediction by Embedding Self-Supervised Proxy Task
Zizhuang Zou, Mao Ye, Shuaifeng Li, Xue Li +1 more
2023IEEE transactions on broadcasting14 citations Open access
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A Global Appearance and Local Coding Distortion Based Fusion Framework for CNN Based Filtering in Video Coding
Jian Yue, Yan-Bo Gao, Shuai Li, Hui Yuan +1 more
2021IEEE transactions on broadcasting14 citations Open access
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An evaluation of HDR image matching under extreme illumination changes
A. Rana, G. Valenzise, F. Dufaux
2016Visual Communications and Image Processing14 citations
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A deep perceptual metric for 3D point clouds
Maurice Quach, A. Chetouani, G. Valenzise, F. Dufaux
2021Image Quality and System Performance13 citations Open access
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Short-Distance Intra Prediction of Screen Content in Versatile Video Coding (VVC)
Mohsen Abdoli, F. Henry, P. Brault, P. Duhamel +1 more
2018IEEE Signal Processing Letters13 citations Open access
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Predicting Subjectivity in Image Aesthetics Assessment
Chen Kang, G. Valenzise, F. Dufaux
2019IEEE International Workshop on Multimedia Signal Processing12 citations Open access
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Optimizing tone mapping operators for keypoint detection under illumination changes
A. Rana, G. Valenzise, F. Dufaux
2016IEEE International Workshop on Multimedia Signal Processing12 citations
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Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy Labeled Dataset Using GAN
Florent Chiaroni, Mohamed-Cherif Rahal, N. Hueber, F. Dufaux
2019International Conference on Information Photonics11 citations Open access
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Learning-based adaptive tone mapping for keypoint detection
A. Rana, G. Valenzise, F. Dufaux
2017IEEE International Conference on Multimedia and Expo11 citations Open access
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Fast Inter Mode Predictions for SHVC
Dayong Wang, Y. Sun, Weisheng Li, Ce Zhu +1 more
2019IEEE International Conference on Multimedia and Expo10 citations Open access
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AVC to HEVC transcoder based on quadtree limitation
E. Mora, Marco Cagnazzo, F. Dufaux
2017Multimedia tools and applications10 citations Open access
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Tone Mapping Operators: Progressing Towards Semantic-Awareness
Abhishek Goswami, Mathis Petrovich, Wolf Hauser, F. Dufaux
20202020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)9 citations Open access
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Low Complexity Versatile Video Coding (VVC) for Low Bitrate Applications
Mourad Aklouf, Marc Leny, F. Dufaux, M. Kieffer
2019European Workshop on Visual Information Processing9 citations Open access
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A railroad detection algorithm for infrastructure surveillance using enduring airborne systems
Andrei I. Purica, B. Pesquet-Popescu, F. Dufaux
2017IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations
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Reliability of Crowdsourcing for Subjective Quality Evaluation of Tone Mapping Operators
Abhishek Goswami, A. Ak, Wolf Hauser, P. Le Callet +1 more
2021IEEE International Workshop on Multimedia Signal Processing8 citations Open access
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Query-by-example HDR image retrieval based on CNN
Raoua Khwildi, Azza Ouled Zaid, F. Dufaux
2021Multimedia tools and applications8 citations Open access
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Using Aesthetics and Action Recognition-Based Networks for the Prediction of Media Memorability
M. Constantin, Chen Kang, Gabriela Dinu, F. Dufaux +2 more
2019MediaEval Benchmarking Initiative for Multimedia Evaluation8 citations
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