LPS-Net: Lightweight Parallel Strategy Network for Underwater Image Enhancement

• Published in: Applied sciences Vol. 13; no. 16; p. 9419
• Main Authors: Jiang, Jingxia, Huang, Peiyun, Tong, Lihan, Yin, Junjie, Chen, Erkang
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.08.2023
• Subjects: Ablation; Business metrics; Dual-Attention Enhancement Block; Methods; Mirror Large Receptiveness Block; Neural networks; Parameter estimation; Radiation; Special effects; underwater image enhancement; Wavelet transforms; New York

Underwater images are frequently subject to color distortion and loss of details. However, previous enhancement methods did not tackle these mixed degradations by dividing them into sub-problems that could be effectively addressed. Moreover, the parameters and computations required for these methods...