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

Author

Xin Yuan

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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

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