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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jing Qu

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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, W. 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

The proposed framework demonstrates that integrating background-aware feature reconstruction with geometry-driven fusion yields state-of-the-art localization precision without compromising lightweight deployability.

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

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