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20242026
most citedIt's Not the Target, It's the Background: Rethinking Infrared Small Target Detection via Deep Patch-Free Low-Rank Representations

4 citations · 4 across the 7 of their papers we have counts for

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cs.CV2026

Effective Receptive Field Ordering Matters for Infrared Small Target Detection

Guoyi Zhang, Yanjin Du, Zhengyao Zhao +6

In this work, we investigate a previously unexplored architectural dimension for infrared small target detection: the organization of effective receptive fields (ERFs) during featu…

cs.CV2026

Decoupled Motion Representation Learning for Moving Infrared Small Target Detection

Guoyi Zhang, Peiwen Wu, Han Wang +2

Infrared small target detection in dynamic scenes remains challenging due to the highly coupled motions among targets, imaging platforms, and dynamic backgrounds. Existing multi-fr…