Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration

Underwater images often suffer from color deviation and low contrast due to selective absorption and light scattering, whose degradation is generally described by an Atmospheric Scattering Model (ASM). However, it is challenging to design hand-craft priors to estimate the transmission map and global...

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Veröffentlicht in:	IEEE signal processing letters 2023-01, Vol.30, p.1-5
Hauptverfasser:	Gao, Shuaibo, Wu, Wenhui, Li, Hua, Zhu, Linwei, Wang, Xu
Format:	Artikel
Sprache:	eng
Schlagworte:	Atmospheric modeling Atmospheric scattering atmospheric scattering model Color Computational modeling convolutional neural network Convolutional neural networks Deviation Estimation Feature extraction Image color analysis Image contrast Image restoration Photodegradation Underwater Underwater image restoration
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