44 citations · 164 across the 35 of their papers we have counts for
Showing 2021 · eess.IVShow all
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eess.IV2021★ 5 cited
End-to-End Learned Image Compression with Quantized Weights and Activations
Heming Sun, Lu Yu, Jiro Katto
End-to-end Learned image compression (LIC) has reached the traditional hand-crafted methods such as BPG (HEVC intra) in terms of the coding gain. However, the large network size pr…
eess.IV2021★ 1 cited
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…
eess.IV2021
Fully Neural Network Mode Based Intra Prediction of Variable Block Size
Heming Sun, Lu Yu, Jiro Katto
Intra prediction is an essential component in the image coding. This paper gives an intra prediction framework completely based on neural network modes (NM). Each NM can be regarde…