基于视频序列的矿卡司机不安全行为识别

毕林,周超,姚鑫

Unsafe Behavior Identification of Mining Truck Drivers Based on Video Sequences

Lin BI,Chao ZHOU,Xin YAO

表2 各行为类别测试精度对比

Table 2 Comparison of test accuracy of each behavior category

行为类别 精度/% C3D Two-stream VGG-two-stream C3D-two-stream 平均准确率 76.639 78.175 89.539 93.445 双手离开方向盘 69.067 67.972 83.016 88.366 无人 93.516 97.194 99.577 100.000 正常驾驶 73.591 76.443 88.915 94.038 玩手机 70.382 71.091 86.648 91.375