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Xing-Jie Zhang

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Open access 2026

DIMTrack: A Vehicle Multi-Object Tracking Method Integrating Spatial Attention and Disentangled Memory Learning

Vehicle multi-object tracking (MOT) is a fundamental perception task in intelligent transportation systems, providing essential trajectory information for traffic monitoring, management, and autonomous driving applications. However, vehicle tracking in complex traffic environments remains challenging due to appearance...

Quan Zhang, Ling-Ling Guo, Xing-Jie Zhang et al. · 0 citations
Open access Sep 2026

PA-YOLO: Partial-Channel Grouped Attention and Multi-Scale Prediction for Object Detection in UAV Imagery

Unmanned aerial vehicle (UAV) imagery presents small-object footprints, dense layouts, occlusion, and weak appearance cues, requiring both local spatial detail and broader context under constrained computation. Existing high-resolution prediction paths and attention mechanisms can strengthen these representations, but...

Kang Tan, Hu Yao, Zhi-Yuan Liu et al. · 0 citations

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