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Zi-Xuan Wang

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Preprint Oct 2026

Seeing through Denoising: Frequency-guided One-step Denoising for Infrared Small Target Detection

Infrared small target detection (IRSTD) is a challenging task due to the extremely small size of targets, low signal-to-noise ratios, and heavy background clutter in infrared imagery. While the progress of deep learning has advanced this field, existing methods primarily adopt discriminative paradigms that directly map...

Xue-Lin Qian, Zi-Xuan Wang, Chang Xu et al. · 0 citations

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