A generative adversarial network with multiscale and attention mechanisms for underwater image enhancement

Abstract Underwater images collected are often of low clarity and suffer from severe color distortion due to the marine environment and Illumination conditions. This directly impacts tasks such as marine ecological monitoring and underwater target detection, which rely on image processing. Therefore...

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Bibliographic Details
Main Authors: Liquan Zhao, Yuda Li, Tie Zhong
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-86949-1
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