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Open access 2026

Prior-Gated Adaptation With Multi-Granularity Structural Refinement for Fine-Grained Infrared Small-Target Segmentation

Accurate infrared small-target segmentation is an inherently challenging low signal-to-noise ratio task, where targets occupy only a few pixels and are often obscured by weak responses, ambiguous boundaries, and complex clutter. Although vision foundation models offer transferable representations, their direct adaptati...

Zhi-Li Zhang, Chao Ma, Bing-Nan Yang et al. · 0 citations
Open access 2026

Reliability-Aware Spatiotemporal Consistency Regulation for Satellite Video Tracking

This work proposes SCRTrack, a spatiotemporal consistency regulation framework that regulates the formation of target evidence and its propagation and maintenance across frames, and achieves the state-of-the-art performance and exhibits strong robustness across challenging satellite tracking scenarios.

Xiao-Wen Zhang, Hai-Jiang Sun, Han-Qing Sun et al. · 0 citations

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