UIEC^2-Net: CNN-based underwater image enhancement using two color space

• Published in: Signal processing. Image communication Vol. 96; p. 116250
• Main Authors: Wang, Yudong, Guo, Jichang, Gao, Huan, Yue, Huihui
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier B.V 01.08.2021; Elsevier BV
• Subjects: Algorithms; Artificial neural networks; Color; Convolution; Deep learning; HSV color space; Image enhancement; Machine learning; Marine resources; Neural networks; Pixels; Saturation (color); Underwater; Underwater image enhancement; Deep learning; Underwater image enhancement; HSV color space

Underwater image enhancement has attracted much attention due to the rise of marine resource development in recent years. Benefit from the powerful representation capabilities of Convolution Neural Networks(CNNs), multiple underwater image enhancement algorithms based on CNNs have been proposed in t...