IEEE transactions on pattern analysis and machine intelligence
Orthogonal Decoupling Contrastive Regularization: Toward Uncorrelated Feature Decoupling for Unpaired Image Restoration.
Zhongze Wang, Jingchao Peng, Haitao Zhao, Lujian Yao, Kaijie Zhao
Published: 202610.1109/TPAMI.2025.3620803
Abstract
Unpaired image restoration (UIR) is a significant task due to the difficulty of acquiring paired degraded/clear images with identical backgrounds. In this paper, we propose a novel UIR method based on the assumption that an image contains both degrad…
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