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Original Research
Published 3 September 2026
LPD-Net: lightweight adaptive weight-driven dual-stream network guided by physics-inspired priors for structure-preserving underwater image enhancement
Junming Liu · Jiajun Liang · Shaoliang Shi · Shiqiao Ruan · Junbo He · Qingnan Huang · Xiangsuo Fan
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1908061