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Author

Guoshun Cui

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Conference Aug 2026

MSHC-YOLO: multiscale heterogeneous convolution for small object detection in traffic scenes

Small object detection in traffic monitoring suffers from a structural inefficiency in standard detectors: isotropic 3×3 convolutions treat all spatial directions uniformly, yet traffic objects exhibit strong anisotropic geometry—pedestrians are vertically elongated, vehicles are horizontally wide. We propose MSHC-YOLO...

Guoshun Cui, Yi-Cai Zhang, Xin-Yan Huang et al. · 0 citations

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