A Two-Stage Network Based on Transformer and Physical Model for Single Underwater Image Enhancement

The absorption and scattering properties of water can cause various distortions in underwater images, which limit the ability to investigate underwater resources. In this paper, we propose a two-stage network called WaterFormer to address this issue using deep learning and an underwater physical ima...

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Bibliographic Details
Main Authors: Yuhao Zhang, Dujing Chen, Yanyan Zhang, Meiling Shen, Weiyu Zhao
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/11/4/787