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2026

RDAQ: Real-Time DETR Meets Refinement-Driven Adaptive Querying for Dense Aerial Imagery

Due to extreme density variations and scarce visual features, tiny-object detection in low-altitude uncrewed aerial vehicle (UAV) images remains a challenging task. Although DETR-based detectors have shown promising potential, they rely on a fixed number of object queries, which leads to suboptimal performance in dense...

Ling-Feng Lin, Bo-Xiang Xie, Wen Luo et al. · 0 citations
Open access Jul 2026

ARGO-Net: An Adaptive Receptive-Field and Geometry-Oriented Network for Lightweight Ship Detection in Complex Maritime Scene

Deploying robust ship detectors in real-world maritime environments is severely bottlenecked by the dual challenges of strictly constrained computational resources and complex background interferences, such as dense berthing, wake patterns, and SAR speckle. To solve these problems, we propose ARGO-Net, a highly efficie...

Jing Qu, Qiang Zhou, Bi-Meng Zhang et al. · 0 citations

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