IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Multi-Prior Fusion Transfer Plugin for Adapting In-Air Models to Underwater Image Enhancement and Detection.
Jingchun Zhou, Dehuan Zhang, Zongxin He, Qilin Gai, Qiuping Jiang
Published: 202510.1109/TIP.2025.3634001
Abstract
Underwater data is inherently scarce and exhibits complex distributions, making it challenging to train high-performance models from scratch. In contrast, in-air models are structurally mature, resource-rich, and offer strong potential for transfer.…
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