Author

Fan Zhu

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Preprint Aug 2026

SSMB: Self-Supervised Local Feature Detection under Motion Blur

SSMB is presented, a deblur-free, self-supervised keypoint detector for motion-blurred images that requires neither handcrafted detectors nor external pseudo-labels, and introduces the Local Discriminability Enhancement (LDE) module, which restores fine-grained local discriminability after global feature mixing.

Zhenjun Zhao, F. Bellavia, Wen-Ting Wang et al. · 0 citations