IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Deep Semi-Smooth Newton-Driven Unfolding Network for Multi-Modal Image Super-Resolution.
Chenxiao Zhang, Xin Deng, Jingyi Xu, Yongxuan Dou, Mai Xu
Published: 202510.1109/TIP.2025.3625429
Abstract
Deep unfolding has emerged as a powerful solution for Multi-modal Image Super-Resolution (MISR) through strategic integration of cross-modal priors in network architecture. However, current deep unfolding approaches rely on first-order optimization,…
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