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Perceptual Quality Assessment of HEVC and VVC Standards for 8K Video


Sep 17, 2021
Charles Bonnineau, Wassim Hamidouche, Jerome Fournier, Naty Sidaty, Jean-Francois Travers, Olivier Deforges

* Paper under review 

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Lightweight Hardware Design of the Inverse Transform Module for 4K ASIC VVC Decoders


Jul 24, 2021
Ibrahim Farhat, Wassim Hamidouche, Adrien Grill, Daniel MĂ©nard, Olivier DĂ©forges


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Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition


Jul 16, 2021
Mouath Aouayeb, Wassim Hamidouche, Catherine Soladie, Kidiyo Kpalma, Renaud Seguier


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Detect and Defense Against Adversarial Examples in Deep Learning using Natural Scene Statistics and Adaptive Denoising


Jul 12, 2021
Anouar Kherchouche, Sid Ahmed Fezza, Wassim Hamidouche


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Versatile Video Coding Standard: A Review from Coding Tools to Consumers Deployment


Jun 27, 2021
Wassim Hamidouche, Thibaud Biatek, Mohsen Abdoli, Edouard François, Fernando Pescador, Miloš Radosavljević, Daniel Menard, Mickael Raulet


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Reveal of Vision Transformers Robustness against Adversarial Attacks


Jun 07, 2021
Ahmed Aldahdooh, Wassim Hamidouche, Olivier Deforges


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SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos


Jun 04, 2021
Yi Zhang, Lu Zhang, Jing Zhang, Kang Wang, Wassim Hamidouche, Olivier Deforges

* 5 pages 

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Learning Synergistic Attention for Light Field Salient Object Detection


May 16, 2021
Yi Zhang, Geng Chen, Qian Chen, Yujia Sun, Olivier Deforges, Wassim Hamidouche, Lu Zhang

* 14 pages, 12 figures 

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A CNN-based Prediction-Aware Quality Enhancement Framework for VVC


May 12, 2021
Fatemeh Nasiri, Wassim Hamidouche, Luce Morin, Nicolas Dhollande, Gildas Cocherel


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NTIRE 2021 Challenge on Perceptual Image Quality Assessment


May 11, 2021
Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sungjun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa


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Model Selection CNN-based VVC QualityEnhancement


May 07, 2021
Fatemeh Nasiri, Wassim Hamidouche, Luce Morin, Nicolas Dhollande, Gildas Cocherel


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CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection


May 07, 2021
Yi Zhang, Lu Zhang, Wassim Hamidouche, Olivier Deforges

* 5 pages, 4 figures, 2 tables 

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Multitask Learning for VVC Quality Enhancement and Super-Resolution


May 03, 2021
Charles Bonnineau, Wassim Hamidouche, Jean-Francois Travers, Naty Sidaty, Olivier Deforges

* accepted as a conference paper to Picture Coding Symposium (PCS) 2021 

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Adversarial Example Detection for DNN Models: A Review


May 01, 2021
Ahmed Aldahdooh, Wassim Hamidouche, Sid Ahmed Fezza, Olivier Deforges

* Preprint, submitted to Artificial Intelligence Review journal 

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Conditional Coding for Flexible Learned Video Compression


Apr 28, 2021
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* Neural Compression Workshop @ ICLR 2021 

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Conditional Coding and Variable Bitrate for Practical Learned Video Coding


Apr 20, 2021
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* CLIC workshop, CVPR 2021, Jun 2021, Nashville, United States 

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Machine Learning based Efficient QT-MTT Partitioning Scheme for VVC Intra Encoders


Mar 10, 2021
Alexandre Tissier, Wassim Hamidouche, Souhaiel Belhadj Dit Mdalsi, Jarno Vanne, Franck Galpin, Daniel Menard


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Selective and Features based Adversarial Example Detection


Mar 09, 2021
Ahmed Aldahdooh, Wassim Hamidouche, Olivier DĂ©forges


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Selective Encryption of the Versatile Video Coding Standard


Mar 06, 2021
Guillaume Gautier, Mousa FarajAllah, Wassim Hamidouche, Olivier DĂ©forges, Safwan El Assad


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Light Field Image Coding Using VVC standard and View Synthesis based on Dual Discriminator GAN


Mar 06, 2021
Nader Bakir, Wassim Hamidouche, Sid Ahmed Fezza, Khouloud Samrouth, Olivier Deforges


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Quality-driven Variable Frame-Rate for Green Video Coding in Broadcast Applications


Dec 29, 2020
Glenn Herrou, Charles Bonnineau, Wassim Hamidouche, Patrick Dumenil, Jerome Fournier, Luce Morin

* IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 2020, pp.1-1 

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Quality-Driven Dynamic VVC Frame Partitioning for Efficient Parallel Processing


Dec 29, 2020
Thomas Amestoy, Wassim Hamidouche, Cyril Bergeron, Daniel Menard

* 27th IEEE International Conference on Image Processing (ICIP 2020), Oct 2020, Abu Dhabi, United Arab Emirates. pp.3129-3133 

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Optical Flow and Mode Selection for Learning-based Video Coding


Aug 06, 2020
Théo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges

* MMSP 2020, IEEE 22nd International Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland 

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