OpenDMC: An Open-Source Library and Performance Evaluation for Deep-learning-based Multi-frame Compression

Author:

Gao Wei1ORCID,Sun Shangkun1ORCID,Zheng Huiming1ORCID,Wu Yuyang1ORCID,Ye Hua2ORCID,Zhang Yongchi2ORCID

Affiliation:

1. Peking University Shenzhen Graduate School, Shenzhen, China

2. Peng Cheng Laboratory, Shenzhen, China

Funder

CAAI-Huawei MindSpore Open Fund

Shenzhen Fundamental Research Program

Shenzhen Science and Technology Plan Basic Research Project

Natural Science Foundation of China

Publisher

ACM

Reference24 articles.

1. Scale-Space Flow for End-to-End Optimized Video Compression

2. 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).

3. G. Bjøntegaard . 2001. Calculation of average PSNR differences between RD curves. ITU-T SG16 / Q6 Doc. VCEG-M33 ( 2001 ). G. Bjøntegaard. 2001. Calculation of average PSNR differences between RD curves. ITU-T SG16 / Q6 Doc. VCEG-M33 (2001).

4. Neural Inter-Frame Compression for Video Coding

5. Consistent Quality Oriented Rate Control in HEVC Via Balancing Intra and Inter Frame Coding

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