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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Qiu-Ping Jiang

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2 papers indexed here

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Open access Oct 2026

DSFNet: Directional Spatial–Frequency Collaboration Network for Underwater Optical Image Enhancement

Underwater optical images frequently suffer from wavelength-dependent attenuation and scattering, resulting in color distortion, contrast reduction, and structural-detail loss. Recent methods have already explored directional modeling and spatial–frequency fusion; coordinating these operations through explicitly specif...

Wei-Bin Li, Jia-Hui Li, Jing-Chun Zhou et al. · 0 citations
Open access Sep 2026

Towards Realistic Low-Light Image Enhancement via ISP-Driven Data Modeling.

Deep neural networks (DNNs) have recently become the leading method for low-light image enhancement (LLIE). However, despite significant progress, their outputs may still exhibit issues such as amplified noise, incorrect white balance, or unnatural enhancements when deployed in real-world applications. A key challenge...

Zhi-Hua Wang, Qing-Hua Lin, Fei-Yang Liu et al. · 0 citations

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