An Event Alarm System Based on Single and Group Human Behavior Analysis

作     者：Hung-Yu Yeh I-Cheng Chang Yung-Hsin Chen 

作者机构：Department of Computer Science&Information EngineeringNational Dong Hwa UniversityHualien 97401 cal-comp electronics and Communications Company Ltd.Taipei 10571 

出 版 物：《Journal of Electronic Science and Technology》 (电子科技学刊（英文版）)

年 卷 期：2017年第15卷第2期

页      面：123-132页

核心收录：

学科分类：0810[工学-信息与通信工程] 0808[工学-电气工程] 0809[工学-电子科学与技术（可授工学、理学学位）] 0839[工学-网络空间安全] 08[工学] 081302[工学-建筑设计及其理论] 080401[工学-精密仪器及机械] 0804[工学-仪器科学与技术] 080402[工学-测试计量技术及仪器] 0838[工学-公安技术] 0813[工学-建筑学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：supported by the“MOST”under Grant No.104-2221-E-259-024-MY2 

主　　题：Index Terms Event alarm system group behavior analysis human behavior recognition single behavior analysis stooping curve. 

摘      要：Due to the increasing demand for security, the development of intelligent surveillance systems has attracted considerable attention in recent years. This study aims to develop a system that is able to identify whether or not the people need help in a public place. Different from previous work, our work considers not only the behaviors of the target person but also the interaction between him and nearby people. In the paper, we propose an event alarm system which can detect the human behaviors and recognize the happening event through integrating the results generated from the single and group behavior analysis. Several new effective features are proposed in the study. Besides, a mechanism capable of extracting one-to-one and multiple-to-one relations is also developed. Experimental results show that the proposed approach can correctly detect human behaviors and provide the alarm messages when emergency events occur.