Cheating Behavior Detection based-on Pictorial Structure Model
Lv Le1; Zhao Dongbin1; Fan Zhijiang2
2014-09
会议名称The 2014 Chinese Control Conference
会议日期28-30 July 2014
会议地点Nanjing, China
摘要The video surveillance system is widely used in various areas. However, it is an intractable problem to process a large number of video data manually. There are many intelligent systems developed to analyze human behavior and detect unusual events, however, few concerns the cheating behavior in examinations. In this paper, we use video surveillance system to detect cheating behavior in the examination. The pose estimation method is presented to detect the cheating behavior, based on the analysis of the implementation environment. More in detail, the pictorial structure is adopted to model the human body and a required pose and skin color information is utilized to build the human appearance model. Finally, the belief propagation algorithm is used to infer the maximum a posterior pose. The experiment shows the effectiveness of our method.
关键词Pose Estimation Cheating Behavior Detection Pictorial Structure Model Belief Propagation
DOI10.1109/ChiCC.2014.6896205
引用统计
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/14473
专题复杂系统管理与控制国家重点实验室_智能化团队
作者单位1.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
2.USTECH(Beijing) Technology Co. Ltd.
推荐引用方式
GB/T 7714
Lv Le,Zhao Dongbin,Fan Zhijiang. Cheating Behavior Detection based-on Pictorial Structure Model[C],2014.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
06896205.pdf(259KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Lv Le]的文章
[Zhao Dongbin]的文章
[Fan Zhijiang]的文章
百度学术
百度学术中相似的文章
[Lv Le]的文章
[Zhao Dongbin]的文章
[Fan Zhijiang]的文章
必应学术
必应学术中相似的文章
[Lv Le]的文章
[Zhao Dongbin]的文章
[Fan Zhijiang]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 06896205.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。