ProxIQA : A Proxy Approach to Perceptual Optimization of Learned Image Compression

The use of lp (p = 1,2) norms has largely dominated the measurement of loss in neural networks due to their simplicity and analytical properties. However, when used to assess the loss of visual information, these simple norms are not very consistent with human perception. Here, we describe a differe...

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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: 13., Seite 360-373
1. Verfasser:	Chen, Li-Heng (VerfasserIn)
Weitere Verfasser:	Bampis, Christos G, Li, Zhi, Norkin, Andrey, Bovik, Alan C
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