Dark Light Image-Enhancement Method Based on Multiple Self-Encoding Prior Collaborative Constraints

The purpose of dark image enhancement is to restore dark images to visual images under normal lighting conditions. Due to the ill-posedness of the enhancement process, previous enhancement algorithms often have overexposure, underexposure, noise increases and artifacts when dealing with complex and...

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Veröffentlicht in:	Photonics Jg. 11; H. 2; S. 190
Hauptverfasser:	Guan, Lei, Dong, Jiawei, Li, Qianxi, Huang, Jijiang, Chen, Weining, Wang, Hao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.02.2024
Schlagworte:	Algorithms Collaboration collaborative constraint dark light enhancement Datasets Deep learning fidelity term Illumination Image enhancement Image restoration Light Methods Modules Noise control Noise reduction Optimization Robustness self-encoding prior Semantics Teaching methods United States New Jersey
ISSN:	2304-6732, 2304-6732
Online-Zugang:	Volltext
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