激光与光电子学进展, 2019, 56 (13): 131002, 网络出版: 2019-07-11
去除鬼影及阴影的视觉背景提取运动目标检测算法 
下载： 1184次
Moving Object Detection Algorithm Based on Removed Ghost and Shadow Visual Background Extractor
图 & 表
图 3. HighwayII仿真结果。(a)第1帧视频原图;(b)第6帧视频原图;(c)第6帧Vibe算法前景检测结果;(d)鬼影块前景直方图;(e)邻域背景直方图;(f)运动目标前景直方图;(g)邻域背景直方图;(h)第6帧改进的Vibe算法检测结果
Fig. 3. Simulation results of highwayII. (a) First frame original image; (b) 6th frame original image; (c) 6th frame foreground detection result of Vibe algorithm; (d) foreground histogram of ghost; (e) background histogram of neighboring; (f) foreground histogram of moving object; (g) background histogram of neighboring; (h) 6th frame result of improved Vibe algorithm
图 4. CDnet-2012 highway仿真结果比较。(a)视频原图;(b) Vibe算法检测结果;(c) PBAS算法检测结果;(d) SBBS算法检测结果;(e)本文算法检测结果
Fig. 4. Comparison of simulation results of CDnet-2012 highway. (a) Original video images; (b) results of Vibe algorithm detection; (c) results of PBAS algorithm detection; (d) results of SBBS algorithm detection; (e) results of proposed algorithm detection
表 1CDnet-2012 shadow类别4种算法阴影去除性能比较
Table1. Comparison of shadow removal performance of four algorithms in CDnet-2012 shadow categories
|
表 2算法总体性能比较
Table2. Comparison of overall performance of algorithms
|
方岚, 于凤芹. 去除鬼影及阴影的视觉背景提取运动目标检测算法[J]. 激光与光电子学进展, 2019, 56(13): 131002. Lan Fang, Fengqin Yu. Moving Object Detection Algorithm Based on Removed Ghost and Shadow Visual Background Extractor[J]. Laser & Optoelectronics Progress, 2019, 56(13): 131002.
PDF全文
