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We introduce an open source Tensorflow implementation of the Deep Video Compression (DVC) method in this technical report.
Overview of the H.264/AVC video coding standard
Thomas Wiegand, Gary J Sullivan, Gisle Bjontegaard, and Ajay Luthra · 2003
Earlier work this paper cites.
Overview of the high efficiency video coding (HEVC) standard
Gary J Sullivan, Jens-Rainer Ohm, Woo-Jin Han, and Thomas Wiegand · 2012
Earlier work this paper cites.
Tensorflow: A system for large-scale machine learning
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al · 2016
Earlier work this paper cites.
End-to-end optimized image compression
Johannes Ballé, Valero Laparra, and Eero P Simoncelli · 2017
Earlier work this paper cites.
Optical flow estimation using a spatial pyramid network
Anurag Ranjan and Michael J Black · 2017
Earlier work this paper cites.
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston · 2018
Cited alongside, same era.
A reimplementation of SPyNet using PyTorch
Simon Niklaus · 2018
Cited alongside, same era.
Neural inter-frame compression for video coding
Abdelaziz Djelouah, Joaquim Campos, Simone Schaub-Meyer, and Christopher Schroers · 2019
Cited alongside, same era.
Video compression with rate-distortion autoencoders
Amirhossein Habibian, Ties van Rozendaal, Jakub M Tomczak, and Taco S Cohen · 2019
Cited alongside, same era.
Context-adaptive entropy model for end-to-end optimized image compression
Jooyoung Lee, Seunghyun Cho, and Seung-Kwon Beack · 2019
Cited alongside, same era.
BPG image format
Fabrice Bellard
Cited in the paper.
DVC: An end-to-end deep video compression framework
Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, and Zhiyong Gao · 2019
Later among the works it cites.
Video enhancement with task-oriented flow
Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, and William T Freeman · 2019
Later among the works it cites.
Learned video compression via joint spatial-temporal correlation exploration
Haojie Liu, Lichao Huang, Ming Lu, Tong Chen, and Zhan Ma · 2020
Closest in time.
Learning for video compression with hierarchical quality and recurrent enhancement
Ren Yang, Fabian Mentzer, Luc Van Gool, and Radu Timofte · 2020
Closest in time.
Learning for video compression with recurrent auto-encoder and recurrent probability model
Ren Yang, Fabian Mentzer, Luc Van Gool, and Radu Timofte · 2020
Closest in time.
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