Frédéric Dufaux

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 132

Top Venues

Publications

Yuanyuan Huang, Junyi Yu, Dayong Wang, Xin Lu, Frédéric Dufaux, Hui Guo, Ce Zhu
Learning-Based Fast Splitting and Directional Mode Decision for VVC Intra Prediction. IEEE Trans. Broadcast. 70 (2) (2024)
Ruituo Wu, Yang Chen, Jian Xiao, Bing Li, Jicong Fan, Frédéric Dufaux, Ce Zhu, Yipeng Liu
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection. CoRR (2024)
Rodrigo B. Pinheiro, Jean-Eudes Marvie, Giuseppe Valenzise, Frédéric Dufaux
Reducing the Complexity of Normalizing Flow Architectures for Point Cloud Attribute Compression. ICASSP (2024)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment. ICASSP (2024)
Dayong Wang, Yishen Deng, Weisheng Li, Xin Lu, Frédéric Dufaux, Bo Hang, Ce Zhu
Fast Intra Mode Prediction Algorithms for SCBS in VVC SCC. ICASSP (2024)
Marouane Tliba, Xuemei Zhou, Irene Viola, Pablo César, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Enhancing Immersive Experiences through 3D Point Cloud Analysis: A Novel Framework for Applying 2D Visual Saliency Models to 3D Point Clouds. QoMEX (2024)
Dayong Wang, Yu Sun, Weisheng Li, Lele Xie, Xin Lu, Frédéric Dufaux, Ce Zhu
Hybrid Strategies for Efficient Intra Prediction in Spatial SHVC. IEEE Trans. Broadcast. 69 (2) (2023)
Dayong Wang, Xin Lu, Frédéric Dufaux, Qianmin Wang, Weisheng Li, Bo Hang, Ce Zhu
A Probability-Based All-Zero Block Early Termination Algorithm for QSHVC. ICIP (2023)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Multi-Modal Evaluation of 3D Point Clouds Images: A Novel No-Reference Approach Using a Multi-Stream Attentive Architecture. EUSIPCO (2023)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment. ICASSP (2023)
Dayong Wang, Liulin Chen, Xin Lu, Frédéric Dufaux, Weisheng Li, Ce Zhu
Fast Learning-Based Split Type Prediction Algorithm for VVC. ICIP (2023)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Quality evaluation of point clouds: a novel no-reference approach using transformer-based architecture. CoRR (2023)
Dayong Wang, Yu Sun, Weisheng Li, Lele Xie, Xin Lu, Frédéric Dufaux, Ce Zhu
A Novel Mode Selection-Based Fast Intra Prediction Algorithm for Spatial SHVC. ICASSP (2023)
Ivan V. Bajic, Marta Mrak, Frédéric Dufaux, Enrico Magli, Tsuhan Chen
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. IEEE Signal Process. Mag. 40 (4) (2023)
Dayong Wang, Xin Lu, Yu Sun, Qianmin Wang, Weisheng Li, Frédéric Dufaux, Ce Zhu
A Probability-Based Zero-Block Early Termination Algorithm for QSHVC. IEEE Trans. Broadcast. 69 (2) (2023)
Ali Ak, Abhishek Goswami, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux
RV-TMO: Large-Scale Dataset for Subjective Quality Assessment of Tone Mapped Images. IEEE Trans. Multim. 25 (2023)
Zizhuang Zou, Mao Ye, Shuai Li, Xue Li, Frédéric Dufaux
360° Image Saliency Prediction by Embedding Self-Supervised Proxy Task. IEEE Trans. Broadcast. 69 (3) (2023)
Théo Gigant, Frédéric Dufaux, Camille Guinaudeau, Marc Décombas
TIB: A Dataset for Abstractive Summarization of Long Multimodal Videoconference Records. CBMI (2023)
Rodrigo B. Pinheiro, Jean-Eudes Marvie, Giuseppe Valenzise, Frédéric Dufaux
NF-PCAC: Normalizing Flow Based Point Cloud Attribute Compression. ICASSP (2023)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Point Cloud Quality Assessment Using Cross-correlation of Deep Features. QoEVMA @ ACM Multimedia (2022)
Zohaib Amjad Khan, Giuseppe Valenzise, Aladine Chetouani, Frédéric Dufaux
Towards an Image Utility Assessment Framework for Machine Perception. EUSIPCO (2022)
Jian Yue, Yanbo Gao, Shuai Li, Hui Yuan, Frédéric Dufaux
A Global Appearance and Local Coding Distortion Based Fusion Framework for CNN Based Filtering in Video Coding. IEEE Trans. Broadcast. 68 (2) (2022)
Dayong Wang, Yu Sun, Jinhua Liu, Frédéric Dufaux, Xin Lu, Bo Hang
Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC. IEEE Trans. Broadcast. 68 (1) (2022)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference. ICIP (2022)
Dayong Wang, Xin Wang, Yu Sun, Weisheng Li, Xin Lu, Frédéric Dufaux
Gaussian Distribution-based Mode Selection for Intra Prediction of Spatial SHVC. ICIP (2022)
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment. CoRR (2022)
Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Learning-based 3D point cloud quality assessment using a support vector regressor. IQSP (2022)
Yanbo Gao, Menghu Jia, Shuai Li, Xun Cai, Mao Ye, Frédéric Dufaux
A Multiscale Gradient-Backpropagation Optimization Framework for Deformable Convolution Based Compressed Video Enhancement. ICASSP (2022)
Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Combination of Deep Learning-Based and Handcrafted Features for Blind Image Quality Assessment. EUVIP (2021)
Jian Yue, Yanbo Gao, Shuai Li, Hui Yuan, Frédéric Dufaux
A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding. CoRR (2021)
Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference. MMSP (2021)
Raoua Khwildi, Azza Ouled Zaid, Frédéric Dufaux
Query-by-example HDR image retrieval based on CNN. Multim. Tools Appl. 80 (10) (2021)
Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Deep Learning-Based Quality Assessment Of 3d Point Clouds Without Reference. ICME Workshops (2021)
Maurice Quach, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
A deep perceptual metric for 3D point clouds. CoRR (2021)
Maurice Quach, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux
A deep perceptual metric for 3D point clouds. IQSP (2021)
Ali Ak, Abhishek Goswami, Patrick Le Callet, Frédéric Dufaux
A Comprehensive Analysis of Crowdsourcing for Subjective Evaluation of Tone Mapping Operators. IQSP (2021)
Abhishek Goswami, Ali Ak, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux
Reliability of Crowdsourcing for Subjective Quality Evaluation of Tone Mapping Operators. MMSP (2021)
Mourad Aklouf, Marc Leny, Michel Kieffer, Frédéric Dufaux
Interframe-Dependent Rate-QP-Distortion Model For Video Coding And Transmission. ICIP (2021)
Zhu Li, Shan Liu, Frédéric Dufaux, Li Li, Ge Li, C.-C. Jay Kuo
Guest Editorial Introduction to the Special Issue on Recent Advances in Point Cloud Processing and Compression. IEEE Trans. Circuits Syst. Video Technol. 31 (12) (2021)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
A Deep Point Cloud Geometry Coding Toolbox. ICME Workshops (2021)
Milan Stepanov, M. Umair Mukati, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux
Learning-based lossless light field compression. MMSP (2021)
M. Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux
Improved Deep Distributed Light Field Coding. IEEE Open J. Circuits Syst. 2 (2021)
Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Self-Supervised Learning for Autonomous Vehicles Perception: A Conciliation Between Analytical and Learning Methods. IEEE Signal Process. Mag. 38 (1) (2021)
Aakanksha Rana, Praveer Singh, Giuseppe Valenzise, Frédéric Dufaux, Nikos Komodakis, Aljosa Smolic
Deep Tone Mapping Operator for High Dynamic Range Images. IEEE Trans. Image Process. 29 (2020)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Folding-Based Compression Of Point Cloud Attributes. ICIP (2020)
Abhishek Goswami, Mathis Petrovich, Wolf Hauser, Frédéric Dufaux
Tone Mapping Operators: Progressing Towards Semantic-Awareness. ICME Workshops (2020)
Dayong Wang, Yu Sun, Ce Zhu, Weisheng Li, Frédéric Dufaux
Fast Depth and Inter Mode Prediction for Quality Scalable High Efficiency Video Coding. IEEE Trans. Multim. 22 (4) (2020)
Dayong Wang, Yu Sun, Ce Zhu, Weisheng Li, Frédéric Dufaux, Jiangtao Luo
Fast Depth and Mode Decision in Intra Prediction for Quality SHVC. IEEE Trans. Image Process. 29 (2020)
Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux
Hybrid Learning-Based And Hevc-Based Coding Of Light Fields. ICIP (2020)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Improved Deep Point Cloud Geometry Compression. CoRR (2020)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Folding-based compression of point cloud attributes. CoRR (2020)
M. Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux, Søren Forchhammer
View Synthesis-based Distributed Light Field Compression. ICME Workshops (2020)
Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Counter-examples generation from a positive unlabeled image dataset. Pattern Recognit. 107 (2020)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Improved Deep Point Cloud Geometry Compression. MMSP (2020)
Sevim Begüm Sözer, Alper Koz, Ahmet Oguz Akyüz, Emin Zerman, Giuseppe Valenzise, Frédéric Dufaux
Just Noticeable Quantization Levels For High Dynamic Range Images. ICIP (2020)
Marta Mrak, Enrico Magli, Frédéric Dufaux
Spotlight on the Multimedia Signal Processing Technical Committee [In the Spotlight]. IEEE Signal Process. Mag. 36 (3) (2019)
Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy Labeled Dataset Using GAN. ICIP (2019)
Aakanksha Rana, Praveer Singh, Giuseppe Valenzise, Frédéric Dufaux, Nikos Komodakis, Aljosa Smolic
Deep Tone Mapping Operator for High Dynamic Range Images. CoRR (2019)
Mohsen Abdoli, Félix Henry, Patrice Brault, Frédéric Dufaux, Pierre Duhamel
Transform Coefficient Coding for Screen Content in Versatile Video Coding (VVC). ICASSP (2019)
Dayong Wang, Yu Sun, Weisheng Li, Ce Zhu, Frédéric Dufaux
Fast Inter Mode Predictions for SHVC. ICME (2019)
Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification. CoRR (2019)
Mohsen Abdoli, Félix Henry, Patrice Brault, Frédéric Dufaux, Pierre Duhamel, Pierrick Philippe
Intra Block-DPCM with Layer Separation of Screen Content in VVC. ICIP (2019)
Dayong Wang, Ce Zhu, Yu Sun, Frédéric Dufaux, Yuanyuan Huang
Efficient Multi-Strategy Intra Prediction for Quality Scalable High Efficiency Video Coding. IEEE Trans. Image Process. 28 (4) (2019)
Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux
Learning-Based Tone Mapping Operator for Efficient Image Matching. IEEE Trans. Multim. 21 (1) (2019)
Mourad Aklouf, Marc Leny, Frédéric Dufaux, Michel Kieffer
Low Complexity Versatile Video Coding (VVC) for Low Bitrate Applications. EUVIP (2019)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression. CoRR (2019)
Mihai Gabriel Constantin, Chen Kang, Gabriela Dinu, Frédéric Dufaux, Giuseppe Valenzise, Bogdan Ionescu
Using Aesthetics and Action Recognition-Based Networks for the Prediction of Media Memorability. MediaEval (2019)
Maurice Quach, Giuseppe Valenzise, Frédéric Dufaux
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression. ICIP (2019)
Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. CoRR (2019)
Andrei I. Purica, Benoit Boyadjis, Béatrice Pesquet-Popescu, Frédéric Dufaux, Cyril Bergeron
A Convex Optimization Framework for Video Quality and Resolution Enhancement From Multiple Descriptions. IEEE Trans. Image Process. 28 (4) (2019)
Chen Kang, Giuseppe Valenzise, Frédéric Dufaux
Predicting Subjectivity in Image Aesthetics Assessment. MMSP (2019)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Learning Local Distortion Visibility From Image Quality Data-sets. CoRR (2018)
Nada Chamakhi, Ines Bouzidi, Azza Ouled Zaid, Frédéric Dufaux
JPEG based Compression of Digital Holograms. EUVIP (2018)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images. IEEE Trans. Image Process. 27 (3) (2018)
Yuyang Liu, Ce Zhu, Min Mao, Fangliang Song, Frédéric Dufaux, Xiang Zhang
Video analytical coding: When video coding meets video analysis. Signal Process. Image Commun. 67 (2018)
Florent Chiaroni, Mohamed-Cherif Rahal, Frédéric Dufaux, Nicolas Hueber
Classification d'images en apprenant sur des échantillons positifs et non labélisés avec un réseau antagoniste génératif(Image classification by learning on positive and unlabeled samples with a generative adversarial network). CNIA+RJCIA (2018)
Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafal K. Mantiuk, Frédéric Dufaux
The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons. HVEI (2018)
Benoit Boyadjis, Andrei I. Purica, Béatrice Pesquet-Popescu, Frédéric Dufaux
Video enhancement with convex optimization methods. ICASSP (2018)
Mohsen Abdoli, Félix Henry, Patrice Brault, Pierre Duhamel, Frédéric Dufaux
Short-Distance Intra Prediction of Screen Content in Versatile Video Coding (VVC). IEEE Signal Process. Lett. 25 (11) (2018)
Wei Fan, Giuseppe Valenzise, Francesco Banterle, Frédéric Dufaux
Fine-grained detection of inverse tone mapping in HDR images. Signal Process. 152 (2018)
Cagri Ozcinar, Paul Lauga, Giuseppe Valenzise, Frédéric Dufaux
Spatio-temporal constrained tone mapping operator for HDR video compression. J. Vis. Commun. Image Represent. 55 (2018)
Vedad Hulusic, Giuseppe Valenzise, Frédéric Dufaux
Perceived Dynamic Range of HDR Images with no Semantic Information. HVEI (2018)
Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux
TRISK: A local features extraction framework for texture-plus-depth content matching. Image Vis. Comput. 71 (2018)
Navaneeth Kamballur Kottayil, Irene Cheng, Giuseppe Valenzise, Frédéric Dufaux
Learning Local Distortion Visibility from Image Quality. ICIP (2018)
Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux
Learning with A Generative Adversarial Network From a Positive Unlabeled Dataset for Image Classification. ICIP (2018)
Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux
Learning-based tone mapping operator for image matching. ICIP (2017)
Maxim Karpushin, Giuseppe Valenzise, Frédéric Dufaux
Good features to track for RGBD images. ICASSP (2017)
Vedad Hulusic, Giuseppe Valenzise, Jean-Charles Gicquel, Jérôme Fournier, Frédéric Dufaux
Quality of experience in UHD-1 phase 2 television: The contribution of UHD+HFR technology. MMSP (2017)
Navaneeth K. Kottayil, Irene Cheng, Frédéric Dufaux, Anup Basu
A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment. CoRR (2017)
Vedad Hulusic, Kurt Debattista, Giuseppe Valenzise, Frédéric Dufaux
A model of perceived dynamic range for HDR images. Signal Process. Image Commun. 51 (2017)
Andrei I. Purica, Benoit Boyadjis, Béatrice Pesquet-Popescu, Frédéric Dufaux
A study of norms in convex optimization super-resolution from compressed sources. MMSP (2017)
Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux
Learning-based adaptive tone mapping for keypoint detection. ICME (2017)
Mohsen Abdoli, Félix Henry, Patrice Brault, Pierre Duhamel, Frédéric Dufaux
Intra prediction using in-loop residual coding for the post-HEVC standard. MMSP (2017)
Elie Gabriel Mora, Marco Cagnazzo, Frédéric Dufaux
AVC to HEVC transcoder based on quadtree limitation. Multim. Tools Appl. 76 (6) (2017)
Kutan Feyiz, Fatih Kamisli, Emin Zerman, Giuseppe Valenzise, Alper Koz, Frédéric Dufaux
Statistical analysis and directional coding of layer-based HDR image coding residue. MMSP (2017)
Benoit Boyadjis, Cyril Bergeron, Béatrice Pesquet-Popescu, Frédéric Dufaux
Extended Selective Encryption of H.264/AVC (CABAC)- and HEVC-Encoded Video Streams. IEEE Trans. Circuits Syst. Video Technol. 27 (4) (2017)
Andrei I. Purica, Béatrice Pesquet-Popescu, Frédéric Dufaux
A railroad detection algorithm for infrastructure surveillance using enduring airborne systems. ICASSP (2017)
Vedad Hulusic, Giuseppe Valenzise, Kurt Debattista, Frédéric Dufaux
Robust Dynamic Range Computation for High Dynamic Range Content. HVEI (2017)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Blind High Dynamic Range Quality estimation by disentangling perceptual and noise features in images. CoRR (2017)
Yuyang Liu, Ce Zhu, Min Mao, Fangliang Song, Frédéric Dufaux, Xiang Zhang
Analytical distortion aware video coding for computer based video analysis. MMSP (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frédéric Dufaux