TinyLIC-High efficiency lossy image compression method

Gaocheng Ma, Yinfeng Chai, Tianhao Jiang,Ming Lu,Tong Chen

arxiv(2024)

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摘要
Image compression has been the subject of extensive research for several decades, resulting in the development of well-known standards such as JPEG, JPEG2000, and H.264/AVC. However, recent advancements in deep learning have led to the emergence of learned image compression methods that offer significant improvements in coding efficiency compared to traditional codecs. These learned compression techniques have shown noticeable gains and even outperformed traditional schemes
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