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Exploring Long- and Short-Range Temporal Information for Learned Video Compression

7 August 2022

Papers citing "Exploring Long- and Short-Range Temporal Information for Learned Video Compression"

24 / 24 papers shown

Title
Learned Video Compression via Heterogeneous Deformable Compensation Network Huairui Wang Zhenzhong Chen Changan Chen 74 11 0 11 Jul 2022
High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation Ming Lu Fangdong Chen Shiliang Pu Zhan Ma 63 45 0 25 Apr 2022
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression M. Yilmaz A. Murat Tekalp 57 53 0 17 Dec 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 85 281 0 30 Sep 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 81 253 0 20 May 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 200 418 0 27 Apr 2021
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 63 427 0 05 Nov 2020
Understanding Deformable Alignment in Video Super-Resolution Kelvin C. K. Chan Xintao Wang K. Yu Chao Dong Chen Change Loy 75 155 0 15 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 83 126 0 13 Sep 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 50 139 0 24 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 96 473 0 17 Jun 2020
M-LVC: Multiple Frames Prediction for Learned Video Compression Jianping Lin Dong Liu Houqiang Li Feng Wu 67 222 0 21 Apr 2020
Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 53 207 0 04 Mar 2020
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming Lu Tong Chen Zhan Ma 49 57 0 13 Dec 2019
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 77 530 0 07 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 84 659 0 30 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 66 232 0 16 Nov 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 79 1,278 0 08 Sep 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 86 322 0 18 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,905 0 11 Jan 2018
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 118 3,059 0 19 Oct 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 98 1,713 0 05 Nov 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 115 1,220 0 03 Nov 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,005 0 13 Jun 2015