End-to-End Variable-Rate Image Compression with Bi-Resolution Spatial-Channel Context Aggregation

Author:

Guo Xiaotong1ORCID,Huang Qian1ORCID,Wang Yiming1ORCID,Sun Huashan1ORCID

Affiliation:

1. Hohai University, CN

Funder

the Fundamental Research Funds of China for the Central Universities

the Jiangsu Higher Education Reform Research Project

the 2022 Undergraduate Practice Teaching Reform Research Project of Hohai University

the 14th Five-Year Plan for Educational Science of Jiangsu Province

the Key Research and Development Program of Yunnan Province

the Postgraduate Research & Practice Innovation Program of Jiangsu Province

Publisher

ACM

Reference24 articles.

1. 2021. Versatile Video Coding Reference Software Version 12.1 (VTM-12.1). https://vcgit.hhi.fraunhofer.de/jvet/VVCSoftware_VTM/-/tags/VTM-12.1. 2021. Versatile Video Coding Reference Software Version 12.1 (VTM-12.1). https://vcgit.hhi.fraunhofer.de/jvet/VVCSoftware_VTM/-/tags/VTM-12.1.

2. Mohammad Akbari , Jie Liang , Jingning Han , and Chengjie Tu . 2021 . Learned bi-resolution image coding using generalized octave convolutions . In Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 35 . 6592–6599. Mohammad Akbari, Jie Liang, Jingning Han, and Chengjie Tu. 2021. Learned bi-resolution image coding using generalized octave convolutions. In Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 35. 6592–6599.

3. Johannes Ballé , David Minnen , Saurabh Singh , Sung Jin Hwang , and Nick Johnston . 2018. Variational image compression with a scale hyperprior. arXiv preprint arXiv:1802.01436 ( 2018 ). Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston. 2018. Variational image compression with a scale hyperprior. arXiv preprint arXiv:1802.01436 (2018).

4. Jean Bégaint , Fabien Racapé , Simon Feltman , and Akshay Pushparaja . 2020. Compressai: a pytorch library and evaluation platform for end-to-end compression research. arXiv preprint arXiv:2011.03029 ( 2020 ). Jean Bégaint, Fabien Racapé, Simon Feltman, and Akshay Pushparaja. 2020. Compressai: a pytorch library and evaluation platform for end-to-end compression research. arXiv preprint arXiv:2011.03029 (2020).

5. Fabrice Bellard . 2015. BPG image format. URL https://bellard. org/bpg 1, 2 ( 2015 ), 1. Fabrice Bellard. 2015. BPG image format. URL https://bellard. org/bpg 1, 2 (2015), 1.

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