一种多目标跨摄像头跟踪技术研究与实现

戴臣超, 王洪元, 曹亮, 殷雨昌, 张继

Research and implementation of a multi⁃target cross camera tracking technology

Chenchao Dai, Hongyuan Wang, Liang Cao, Yuchang Yin, Ji Zhang

表1 行人检测算法的实验结果对比

Table 1 Experimental results of person detection algorithms

数据集 方法 mAP 检测速度(s) Caltech Faster R?CNN 0.9271 0.039 YOLOv3 0.8832 0.015 YOLOv3_improve 0.9168 0.021 INRIA Faster R?CNN 0.8798 0.039 YOLOv3 0.8245 0.014 YOLOv3_improve 0.8367 0.019 Daimler Faster R?CNN 0.8489 0.035 YOLOv3 0.8512 0.015 YOLOv3_improve 0.8738 0.021