44 citations · 203 across the 51 of their papers we have counts for
4 papers · 1 filter
Dual Learning-based Video Coding with Inception Dense Blocks
Chao Liu, Heming Sun, Junan Chen +5
In this paper, a dual learning-based method in intra coding is introduced for PCS Grand Challenge. This method is mainly composed of two parts: intra prediction and reconstruction…
Learning Image and Video Compression through Spatial-Temporal Energy Compaction
Zhengxue Cheng, Heming Sun, Masaru Takeuchi +1
Compression has been an important research topic for many decades, to produce a significant impact on data transmission and storage. Recent advances have shown a great potential of…
Deep Residual Learning for Image Compression
Zhengxue Cheng, Heming Sun, Masaru Takeuchi +1
In this paper, we provide a detailed description on our approach designed for CVPR 2019 Workshop and Challenge on Learned Image Compression (CLIC). Our approach mainly consists of…
Perceptual Quality Study on Deep Learning based Image Compression
Zhengxue Cheng, Pinar Akyazi, Heming Sun +2
Recently deep learning based image compression has made rapid advances with promising results based on objective quality metrics. However, a rigorous subjective quality evaluation…