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Open access Sep 2026

Confusion-Resistant Learning for Few-Shot Oriented Object Detection in Aerial Images

A confusion-resistant learning (CRL) is proposed, which contains a classification reweighting scheme (CRS) and an Edge-Vectors Cosine Similarity (EVCS) Loss, which builds upon the Kalman filtering IoU (KFIoU) loss.

Yang Yang, Lingjun Li, Yuan-Hang Wang et al. · 0 citations
Jul 2026

TPTAF: Task-Prior Tripartite Attention for Infrared and Visible Image Fusion

Infrared and visible image fusion aims to integrate complementary information to produce informative fused images for visual perception and downstream tasks. However, mainstream methods often focus on fusion reconstruction, while losses from different tasks may introduce competing optimization demands, making it diffic...

Xuyang Du, Xiwen Yao, Ankang Zang et al. · 0 citations

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