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Jian-Jing Shen

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Open access Oct 2026

Constraint-Oriented YOLOv7 Optimization for Panoramic Object Detection: Representation, Crowded-Scene Detection, and Deployment-Oriented Model Compression

Panoramic object detection is constrained at three levels of the detection pipeline: equirectangular projection deforms the input representation, crowded scenes weaken feature discrimination and complicate overlapping predictions, and high-resolution imagery increases the computational cost. We organized these challeng...

Qi-Chen Zhang, Jian-Jing Shen, Chen-Yang He et al. · 0 citations

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