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Tianheng Zheng

2 accepted papers

2025

Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining

CVPR 2025poster

Recently, deep image deraining models based on paired datasets have made a series of remarkable progress. However, they cannot be well applied in real-world applications due to the difficulty of obtaining real paired datasets and the poor generalization performance. In this paper, we propose a novel…

2024

Asymmetric Mask Scheme for Self-Supervised Real Image Denoising

ECCV 2024poster

"In recent years, self-supervised denoising methods have gained significant success and become critically important in the field of image restoration. Among them, the blind spot network based methods are the most typical type and have attracted the attentions of a large number of researchers. Althou…