ELFIC: A Learning-based Flexible Image Codec with Rate-Distortion-Complexity Optimization

Author:

Zhang Zhichen1ORCID,Chen Bolin2ORCID,Lin Hongbin1ORCID,Lin Jielian1ORCID,Wang Xu3ORCID,Zhao Tiesong1ORCID

Affiliation:

1. Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China

2. City University of Hong Kong, Hong Kong, China

3. Shenzhen University, Shenzhen, China

Publisher

ACM

Reference51 articles.

1. Nicola Asuni and Andrea Giachetti . 2014 . TESTIMAGES: a Large-scale Archive for Testing Visual Devices and Basic Image Processing Algorithms . In Proceedings of the Conference on Smart Tools and Applications in Computer Graphics. 63--70 . Nicola Asuni and Andrea Giachetti. 2014. TESTIMAGES: a Large-scale Archive for Testing Visual Devices and Basic Image Processing Algorithms. In Proceedings of the Conference on Smart Tools and Applications in Computer Graphics. 63--70.

2. Johannes Ballé , Valero Laparra , and Eero P Simoncelli . 2016 . Density Modeling of Images Using A Generalized Normalization Transformation . In Proceedings of International Conference on Learning Representations. Johannes Ballé, Valero Laparra, and Eero P Simoncelli. 2016. Density Modeling of Images Using A Generalized Normalization Transformation. In Proceedings of International Conference on Learning Representations.

3. Johannes Ballé , Valero Laparra , and Eero P Simoncelli . 2017 . End-to-end Optimized Image Compression . In Proceedings of International Conference on Learning Representations. Johannes Ballé, Valero Laparra, and Eero P Simoncelli. 2017. End-to-end Optimized Image Compression. In Proceedings of International Conference on Learning Representations.

4. Johannes Ballé , David Minnen , Saurabh Singh , Sung Jin Hwang , and Nick Johnston . 2018 . Variational Image Compression with A Scale Hyperprior . In Proceedings of International Conference on Learning Representations. Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston. 2018. Variational Image Compression with A Scale Hyperprior. In Proceedings of International Conference on Learning Representations.

5. 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).

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