End-to-End Compression Towards Machine Vision: Network Architecture Design and Optimization

The visual signal compression is a long-standing problem. Fueled by the recent advances of deep learning, exciting progress has been made. Despite better compression performance, existing end-to-end compression algorithms are still designed towards better signal quality in terms of rate-distortion o...

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Auteurs principaux: Shurun Wang, Zhao Wang, Shiqi Wang, Yan Ye
Format: article
Langue:EN
Publié: IEEE 2021
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Accès en ligne:https://doaj.org/article/b43d4dd06e9b42119e0080179cb9d2ce
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