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

Author

Yi-Dong Luo

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2 papers indexed here

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Sep 2026

UP-Dem: Deep Unrolling Convolutional Sparse Coding for Color Polarization Image Demosaicking

Division-of-focal-plane polarimeter (DoFP) cameras enable real-time polarization imaging by simultaneously capturing multiple polarization orientations at the cost of spatial resolution. Existing conventional and deep learning-based reconstruction methods still struggle to robustly estimate Degree of Polarization (DoP)...

Yi-Dong Luo, Cai-Yun Wu, Cheng-Gong Li et al. · 0 citations
Preprint Sep 2026

Learning Polarization Image Restoration with General Restoration Priors

Polarization imaging captures distinctive surface and geometric cues that benefit a wide range of vision tasks. However, real-world polarization acquisition is often affected by multiple coupled degradations, making image restoration essential for practical polarization vision. Existing methods are largely tailored to...

Cheng-Gong Li, Jin-Hao Liu, Cai-Yun Wu et al. · 0 citations

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