融合FCN和LSTM的视频异常事件检测

武光利, 郭振洲, 李雷霆, 王成祥

Video Abnormal Detection Combining FCN with LSTM

WU Guangli, GUO Zhenzhou, LI Leiting, WANG Chengxiang

表3 各模型对比分析(像素级)

Tab.3 Comparative analysis of different models (pixel-level)

模型 e/% S/% HOF-HOG[13] - 90.2 OCELM[14] 17 80.1 FCN[16] 15.0 - GM-FCN[17] 19.2 78.2 MT-FRCN[19] 19.4 87.3 FCN-LSTM 6.6 98.2