An Underwater Image Restoration Deep Learning Network Combining Attention Mechanism and Brightness Adjustment

An Underwater Image Restoration Deep Learning Network Combining Attention Mechanism and Brightness Adjustment

This study proposes Combining Attention and Brightness Adjustment Network (CABA-Net), a deep learning network for underwater image restoration, to address the issues of underwater image color-cast, low brightness, and low contrast. The proposed approach achieves a multi-branch ambient light estimati...

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Bibliographic Details
Main Authors: Jianhua Zheng, Ruolin Zhao, Gaolin Yang, Shuangyin Liu, Zihao Zhang, Yusha Fu, Junde Lu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Journal of Marine Science and Engineering
Subjects:
underwater image processing
underwater image restoration
image formation model
deep learning
attention mechanism
Online Access:https://www.mdpi.com/2077-1312/12/1/7

Internet

https://www.mdpi.com/2077-1312/12/1/7

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