Toward DNN of LUTs : Learning Efficient Image Restoration With Multiple Look-Up Tables

The widespread usage of high-definition screens on edge devices stimulates a strong demand for efficient image restoration algorithms. The way of caching deep learning models in a look-up table (LUT) is recently introduced to respond to this demand. However, the size of a single LUT grows exponentia...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 16. Nov., Seite 8284-8301
1. Verfasser:	Li, Jiacheng (VerfasserIn)
Weitere Verfasser:	Chen, Chang, Cheng, Zhen, Xiong, Zhiwei
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article