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

Author

Xian-Kun Liu

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2 papers indexed here

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Conference Aug 2026

PFC-MS: A Peripheral-Foveal Multi-Scale Network with Star Operation for Vehicle Detection

To address the challenges of drastic scale variation, dense distribution, and illumination interference in vehicle detection from drone imagery, this paper proposes the PFC-MS framework. Built upon YOLO11n-obb, the framework integrates three modules: StarBlock leverages the star operation to map features into an implic...

Jia-Yi Gong, Chao-Jun Dong, Xian-Kun Liu et al. · 0 citations
Conference Aug 2026

GTDI-YOLO: An Advanced Single Stage Detector Utilizing Global Topology Decoupling for Dense Object Detection

Precisely locating and counting highly dense workpieces on industrial assembly lines remains a critical challenge due to hyper-dense stacking distributions and intense surface specular reflections. To overcome these limitations, we propose GTDI-YOLO, an advanced single-stage detector that reconstructs multi-scale predi...

Wei-Bin Lin, Chao-Jun Dong, Cheng-Zhang Liang et al. · 0 citations

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