39 citations · 59 across the 13 of their papers we have counts for
5 papers · 1 filter
Learned Image Compression with Separate Hyperprior Decoders
Zhao Zan, Chao Liu, Heming Sun +2
Learned image compression techniques have achieved considerable development in recent years. In this paper, we find that the performance bottleneck lies in the use of a single hype…
Learned Video Compression with Residual Prediction and Loop Filter
Chao Liu, Heming Sun, Jiro Katto +2
In this paper, we propose a learned video codec with a residual prediction network (RP-Net) and a feature-aided loop filter (LF-Net). For the RP-Net, we exploit the residual of pre…
CSMCNet: Scalable Video Compressive Sensing Reconstruction with Interpretable Motion Estimation
Bowen Huang, Xiao Yan, Jinjia Zhou +1
Most deep network methods for compressive sensing reconstruction suffer from the black-box characteristic of DNN. In this paper, a deep neural network with interpretable motion est…
A Power and Area Efficient Lepton Hardware Encoder with Hash-based Memory Optimization
Xiao Yan, Zhixiong Di, Bowen Huang +4
Although it has been surpassed by many subsequent coding standards, JPEG occupies a large share of the storage load of the current data hosting service. To reduce the storage costs…
Image Compression with Encoder-Decoder Matched Semantic Segmentation
Trinh Man Hoang, Jinjia Zhou, Yibo Fan
In recent years, layered image compression is demonstrated to be a promising direction, which encodes a compact representation of the input image and apply an up-sampling network t…