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Guoyin Zhang

2 accepted papers

2025

ZVEFusion: Zero-Shot Visual Enhancement Fusion for Infrared and Visible Images in Low Light

Duo Liu, Yiqi Shi, Guoyin Zhang, Sizhao Li, Liguo Zhang
ICASSP 2025accepted

Infrared and visible image fusion (IVIF) aims to generate fused images with prominent targets and rich scene information. However, in low-light conditions, visible images lose accurate texture and color, reducing their ability to provide detailed scene information for fusion. Existing IVIF methods o…

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2025

Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image

Duo Liu, Yiqi Shi, Guoyin Zhang, Sizhao Li, Liguo Zhang
AAAI 2025technical

Acquiring pairwise noisy-clean training data is challenging. Consequently, some self-supervised denoising methods utilize noisy image pairs as both input and target for network training. However, a major issue with these methods is the gap between the clean images of the input and target. In this pa…

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