Generative adversarial networks with multi-scale and attention mechanisms for underwater image enhancement

The images captured underwater are usually degraded due to the effects of light absorption and scattering. Degraded underwater images exhibit color distortion, low contrast, and blurred details, which in turn reduce the accuracy of marine biological monitoring and underwater object detection. To add...

Full description

Bibliographic Details
Main Authors: Ziyang Wang, Liquan Zhao, Tie Zhong, Yanfei Jia, Ying Cui
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1226024/full