Image and Video Compression with Neural Networks: A Review

7 April 2019

Shiqi Wang

Papers citing "Image and Video Compression with Neural Networks: A Review"

32 / 32 papers shown

Title
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 77 1 0 10 Feb 2025
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto Attilio Fiandrotti 35 3 0 03 Oct 2024
Advancing Machine Learning in Industry 4.0: Benchmark Framework for Rare-event Prediction in Chemical Processes Vikram Sudarshan Warren D. Seider 61 1 0 31 Aug 2024
Neural-based Video Compression on Solar Dynamics Observatory Images Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 50 0 0 12 Jul 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 49 57 0 22 Feb 2024
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer Yuxin Cao Ziyu Zhao Xi Xiao Derui Wang Minhui Xue Jin Lu AAML 26 4 0 15 Dec 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 41 0 0 05 Jul 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 40 6 0 19 Apr 2023
Differentiable bit-rate estimation for neural-based video codec enhancement A. Said M. K. Singh Reza Pourreza 30 5 0 24 Jan 2023
Optimized learned entropy coding parameters for practical neural-based image and video compression A. Said Reza Pourreza H. Le MQ 38 2 0 20 Jan 2023
A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information Jing Fang Yinbo Yu Zhongyuan Wang Xin Ding R. Hu 32 1 0 08 Dec 2022
Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Qi Zhang Shanshe Wang Xinfeng Zhang Chuanmin Jia Jingshan Pan Siwei Ma Wen Gao 32 3 0 13 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 31 20 0 08 Nov 2022
Lightweight Image Codec via Multi-Grid Multi-Block-Size Vector Quantization (MGBVQ) Yifan Wang Zhanxuan Mei Ioannis Katsavounidis C.-C. Jay Kuo MQ 21 1 0 25 Sep 2022
Cross Modal Compression: Towards Human-comprehensible Semantic Compression Jiguo Li Chuanmin Jia Xinfeng Zhang Siwei Ma Wen Gao 19 18 0 06 Sep 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 45 2 0 02 Jul 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 29 9 0 01 Jul 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 30 1 0 20 Apr 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 29 50 0 30 Mar 2022
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection Pingping Zhang Xu Wang Linwei Zhu Yun Zhang Shiqi Wang Sam Kwong 29 0 0 20 Feb 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 63 83 0 30 Jan 2022
Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning Tong Chen Zhan Ma AAML 28 29 0 16 Dec 2021
Learned Video Compression with Residual Prediction and Loop Filter Chao Liu Heming Sun J. Katto Xiaoyang Zeng Yibo Fan 18 5 0 19 Aug 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 40 2 0 04 Jan 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 2020
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering Di Ma Fan Zhang David R. Bull 24 65 0 14 Jul 2020
Modeling Lost Information in Lossy Image Compression Yaolong Wang Mingqing Xiao Chang-Shu Liu Shuxin Zheng Tie-Yan Liu 32 23 0 22 Jun 2020
Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding L. Murn Saverio G. Blasi Alan F. Smeaton Noel E. O'Connor M. Mrak 30 11 0 11 Jun 2020
BVI-DVC: A Training Database for Deep Video Compression Di Ma Fan Zhang David R. Bull 15 150 0 30 Mar 2020
End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement Shurun Wang Wenhan Yang Shiqi Wang CVBM 17 7 0 10 Feb 2020
ViSTRA2: Video Coding using Spatial Resolution and Effective Bit Depth Adaptation Fan Zhang Mariana Afonso David R. Bull MDE 18 28 0 07 Nov 2019
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016