Work list of USTC-FVC research team

Deep Learning-Based Image and Video Compression: A List of Publications

This is a list of publications regarding deep learning-based image and video compression. The list is maintained by the USTC-FVC research team.

Our works

End-to-End Optimized Versatile Image Compression With Wavelet-Like Transform

This work provides the official implementation of "End-to-End Optimized Versatile Image Compression With Wavelet-Like Transform".

Accepted by IEEE TPAMI. Author: Haichuan Ma, Dong Liu, Ning Yan, Houqiang Li, Feng Wu

iWave: CNN-Based Wavelet-Like Transform for Image Compression

This work provides the official implementation of "iWave: CNN-Based Wavelet-Like Transform for Image Compression".

Accepted by IEEE TMM. Author: Haichuan Ma, Dong Liu, Ruiqin Xiong, Feng Wu

Entropy coding and Post processing for JPEG 2000

This work provides source code of two techniques to improve the compression performance of JPEG-2000, namely entropy coding and post-processing. The paper is "A CNN-Based Image Compression Scheme Compatible with JPEG-2000".

Accepted by IEEE ICIP. Author: Haichuan Ma, Dong Liu, Ruiqin Xiong, Feng Wu