A novel edge-feature attention fusion framework for underwater image enhancement

Underwater images captured by Remotely Operated Vehicles are critical for marine research, ocean engineering, and national defense, but challenges such as blurriness and color distortion necessitate advanced enhancement techniques. To address these issues, this paper presents the CUG-UIEF algorithm,...

Full description

Bibliographic Details

Published in:	Frontiers in Marine Science
Main Authors:	Shuai Shen, Haoyi Wang, Weitao Chen, Pingkang Wang, Qianyong Liang, Xuwen Qin
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Subjects:	underwater image enhancement edge feature attention fusion spatial crossattention multidimensional perception optimization attention-guided edge feature fusion
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2025.1555286/full