UDAformer: Underwater image enhancement based on dual attention transformer

• Published in: Computers & graphics Vol. 111; pp. 77 - 88
• Main Authors: Shen, Zhen, Xu, Haiyong, Luo, Ting, Song, Yang, He, Zhouyan
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.04.2023
• Subjects: Self-attention mechanism; Transformer; Underwater image enhancement; Underwater image enhancement; Self-attention mechanism; Transformer

Underwater images suffer from color casts and low contrast degraded due to wavelength-dependent light scatter and abortion of the underwater environment, which impacts the application of high-level computer vision tasks. Considering the characteristics of uneven degradation and loss of color channel...