基于RCNN的无人机巡检图像电力小部件识别研究

王万国, 田兵, 刘越, 刘俍, 李建祥

Study on the Electrical Devices Detection in UAV Images based on RegionBased Convolutional Neural Networks

WANG Wanguo,TIAN Bing,LIU Yue,LIU Liang,LI Jianxiang

表5 DPM、SPPnet、Faster RCNN对4个间隔棒的识别概率

Tab. 5 Detection probability of 4 spacerswith regard to DPM、SPPnet and Faster RCNN

方法 间隔棒1 间隔棒2 间隔棒3 间隔棒4 DMP 0.84 - - 0.89 SPPnet - 0.81 0.73 0.90 Faster RCNN 0.98 0.86 0.75 0.96