Semantic Perceptual Image Compression With a Laplacian Pyramid of Convolutional Networks

The existing image compression methods usually choose or optimize low-level representation manually. Actually, these methods struggle for the texture restoration at low bit rates. Recently, deep neural network (DNN)-based image compression methods have achieved impressive results. To achieve better...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 23., Seite 4225-4237
1. Verfasser:	Wang, Juan (VerfasserIn)
Weitere Verfasser:	Duan, Yiping, Tao, Xiaoming, Xu, Mai, Lu, Jianhua
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:	Journal Article