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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuhao Zhong

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Open access 2026

Lightweight Visual Enhancement for Reliable Vision Systems in Adverse Port Weather

PortVE is a lightweight visual enhancement framework for adverse port weather conditions that combines degradation-aware Multi-Scale Pooling with Pool-Conv Downsampling and Frequency Directional Modulation and captures coarse-to-fine degradation cues, directional structures, and frequency-domain information while maintaining a compact computational profile.

Baigan Zhao, Zhiyang Guo, Zhi-Hua Zhang et al. · 0 citations

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