v1v2v3 (latest)

DVC: An End-to-end Deep Video Compression Framework

30 November 2018

Wanli Ouyang

ArXiv (abs)PDF HTML Github (436★)

Papers citing "DVC: An End-to-end Deep Video Compression Framework"

50 / 292 papers shown

Title
A Coding Framework and Benchmark towards Compressed Video Understanding Yuan Tian Guo Lu Yichao Yan Guangtao Zhai Lixing Chen Zhiyong Gao 83 25 0 06 Feb 2022
CAESR: Conditional Autoencoder and Super-Resolution for Learned Spatial Scalability Charles Bonnineau W. Hamidouche J. Travers N. Sidaty Jean-Yves Aubié Olivier Déforges 42 2 0 01 Feb 2022
Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement Max Ehrlich Jon Barker Namitha Padmanabhan Larry S. Davis Andrew Tao Bryan Catanzaro Abhinav Shrivastava 72 4 0 31 Jan 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 155 90 0 30 Jan 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks Xin Jin Ruoyu Feng Simeng Sun Runsen Feng Tianyu He Zhibo Chen 78 8 0 25 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 85 21 0 12 Jan 2022
Microdosing: Knowledge Distillation for GAN based Compression Leonhard Helminger Roberto Azevedo Abdelaziz Djelouah Markus Gross Christopher Schroers 49 3 0 07 Jan 2022
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression Zongyu Guo Runsen Feng Zhizheng Zhang Xin Jin Zhibo Chen 70 18 0 26 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 111 58 0 21 Dec 2021
End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression M. Yilmaz A. Murat Tekalp 72 54 0 17 Dec 2021
Neural Weight Step Video Compression Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 26 0 0 02 Dec 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement Tiesong Zhao Weize Feng Hongji Zeng Yuzhen Niu Jiaying Liu 100 19 0 29 Nov 2021
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission Tze-Yang Tung Deniz Gündüz 102 129 0 25 Nov 2021
Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set T. V. Rozendaal Johann Brehmer Yunfan Zhang Reza Pourreza Auke Wiggers Taco S. Cohen 108 24 0 19 Nov 2021
Versatile Learned Video Compression Runsen Feng Zongyu Guo Zhizheng Zhang Zhibo Chen 78 17 0 05 Nov 2021
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 59 9 0 05 Nov 2021
NeRV: Neural Representations for Videos Hao Chen Bo He Hanyu Wang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 78 256 0 26 Oct 2021
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning Yihao Liu Hengyuan Zhao Kelvin C. K. Chan Xintao Wang Chen Change Loy Yu Qiao Chao Dong AI4TS 59 45 0 09 Oct 2021
Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression Somdyuti Paul A. Norkin A. Bovik 86 4 0 05 Oct 2021
Deep Contextual Video Compression Jiahao Li Bin Li Yan Lu 115 287 0 30 Sep 2021
DVC-P: Deep Video Compression with Perceptual Optimizations Saiping Zhang M. Mrak Luis Herranz Marc Górriz Shuai Wan Fuzheng Yang 63 6 0 22 Sep 2021
Perceptual Learned Video Compression with Recurrent Conditional GAN Ren Yang Radu Timofte Luc Van Gool 101 35 0 07 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 108 18 0 30 Aug 2021
Learned Video Compression with Residual Prediction and Loop Filter Chao Liu Heming Sun J. Katto Xiaoyang Zeng Yibo Fan 59 5 0 19 Aug 2021
End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation Haojie Liu Ming Lu Zhiqi Chen Xun Cao Zhan Ma Yao Wang 87 33 0 05 Aug 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 113 16 0 28 Jul 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 59 39 0 26 Jul 2021
Self-Conditioned Probabilistic Learning of Video Rescaling Yuan Tian Guo Lu Xiongkuo Min Zhaohui Che Guangtao Zhai G. Guo Zhiyong Gao 41 26 0 24 Jul 2021
ANFIC: Image Compression Using Augmented Normalizing Flows Yung-Han Ho Chih-Chun Chan Wen-Hsiao Peng Hsueh-Ming Hang Marek Domanski 70 46 0 18 Jul 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making S. Reddy Anca Dragan Sergey Levine OffRL 86 13 0 07 Jul 2021
Multi-modality Deep Restoration of Extremely Compressed Face Videos Xi Zhang Xiaolin Wu CVBM 80 13 0 05 Jul 2021
Cascade Decoders-Based Autoencoders for Image Reconstruction Honggui Li Dimitri Galayko M. Trocan Mohamad Sawan 13 1 0 29 Jun 2021
DFPN: Deformable Frame Prediction Network M. Yilmaz A. Murat Tekalp AI4CE 37 12 0 26 May 2021
Towards Transparent Application of Machine Learning in Video Processing L. Murn Marc Górriz Blanch M. Santamaría F. Rivera M. Mrak 40 1 0 26 May 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 86 255 0 20 May 2021
VoxelContext-Net: An Octree based Framework for Point Cloud Compression Zizheng Que Guo Lu Dong Xu 3DPC 61 133 0 05 May 2021
A Robotic Approach towards Quantifying Epipelagic Bound Plastic Using Deep Visual Models Gautam Tata Sarah-Jeanne Royer Olivier B. Poirion Jay Lowe 23 11 0 05 May 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 155 37 0 29 Apr 2021
ELF-VC: Efficient Learned Flexible-Rate Video Coding Oren Rippel Alexander G. Anderson Kedar Tatwawadi Sanjay Nair Craig Lytle Lubomir D. Bourdev 85 118 0 29 Apr 2021
Conditional Coding and Variable Bitrate for Practical Learned Video Coding Théo Ladune Pierrick Philippe W. Hamidouche Lu Zhang Olivier Déforges 61 7 0 19 Apr 2021
Spatiotemporal Entropy Model is All You Need for Learned Video Compression Zhenhong Sun Zhiyu Tan Xiuyu Sun Fangyi Zhang Dongyang Li Yichen Qian Hao Li 42 10 0 13 Apr 2021
Efficient Video Compression via Content-Adaptive Super-Resolution Mehrdad Khani Shirkoohi Vibhaalakshmi Sivaraman Mohammad Alizadeh SupR 69 49 0 06 Apr 2021
A Combined Deep Learning based End-to-End Video Coding Architecture for YUV Color Space Ankitesh K. Singh Hilmi E. Egilmez Reza Pourreza M. Coban M. Karczewicz Taco S. Cohen 3DV 24 2 0 01 Apr 2021
Extending Neural P-frame Codecs for B-frame Coding Reza Pourreza Taco S. Cohen 75 49 0 30 Mar 2021
Progressive Neural Image Compression with Nested Quantization and Latent Ordering Yadong Lu Yinhao Zhu Yang Yang A. Said Taco S. Cohen MQ 71 32 0 04 Feb 2021
Overfitting for Fun and Profit: Instance-Adaptive Data Compression T. V. Rozendaal Iris A. M. Huijben Taco S. Cohen 105 47 0 21 Jan 2021
Learned Video Codec with Enriched Reconstruction for CLIC P-frame Coding David Alexandre Hsueh-Ming Hang 32 3 0 14 Dec 2020
Neural Rate Control for Video Encoding using Imitation Learning Hongzi Mao Chenjie Gu Miaosen Wang Angie Chen N. Lazić ... Rene Claus Marisabel Hechtman Ching-Han Chiang Cheng Chen Jingning Han 81 5 0 09 Dec 2020
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs Jan P. Klopp Keng-Chi Liu Liang-Gee Chen Shao-Yi Chien 43 15 0 03 Dec 2020
Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning Ming Lu Tong Chen Dandan Ding Fengqing Zhu Zhan Ma 55 6 0 01 Dec 2020