Underwater image quality assessment method via the fusion of visual and structural information

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Tianhai Chen, Xichen Yang, Tianshu Wang, Nengxin Li, Shun Zhu, Genlin Ji

Published: 2025, Last Modified: 11 Apr 2025Signal Process. Image Commun. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Used CIELab, gradient, MSCN maps to extract underwater image quality features.•Proposed a lightweight multipath network for quality-aware feature integration.•Outperformed existing methods in accuracy, stability, applicability.