高技术通讯2017，Vol.27Issue(3)：245-253,9.DOI:10.3772/j.issn.1002-0470.2017.03.007
基于动量动力学模型的行人关系分析
Analysis of pedestrian relationships based on momentum dynamics model
摘要
Abstract
The pedestrian behavior analysis and the pedestrian relationship study were conducted.In consideration of the status that most of the current contributions in the field of computer vision focus on the classification and identification of target behaviors, while the distinguishment of causal relations between targets are less and the existing theories can only describe the causal relationship between two targets in the field of psychology, a method based on the momentum dynamics model was proposed to recognize the causal relationship between two pedestrians.The method is described below: Firstly, a Cam shift algorithm is used for obtaining the positions of targets in a video.Then, a momentum dynamics model is employed based on the concept of causality to distinguish the causal relationship between two pedestrians.Finally, the causal value is calculated.According to the range of causal value, causation, promotion and impediment, the three kinds of causal relationships between two pedestrians, can be gained.The experimental results show that the proposed method can identify the causal relationship between two pedestrians under the situation of video monitoring.关键词
视频分析/行人行为分析/因果关系/社会力Key words
video analysis/pedestrian behavior analysis/causal relationship/social force引用本文复制引用
张旭光,吴格非,唐英干..基于动量动力学模型的行人关系分析[J].高技术通讯,2017,27(3):245-253,9.基金项目
国家自然科学基金(61271409,61273260),中国博士后科学基金(2012M510768,2013T60264)和河北省自然科学基金(F2013203364)资助项目. （61271409,61273260）
