计算机工程2012，Vol.38Issue(15)：159-161,165,4.DOI:10.3969/j.issn.1000-3428.2012.15.044
基于运动方向的视角无关行为识别方法
Viewpoint Independent Behavior Recognition Method Based on Motion Direction
摘要
Abstract
Aiming at the activities directions of human are arbitrary, this paper proposes the viewpoint independent behavior recognition method. A camera with fixed position is used to measure the motion direction based on the change of mass center coordinates in world space. According to the direction, video sequences can be selected taken by the camera which visual angle is orthogonal or parallel to the movement direction. A database on key features of motion activity sequences is taken orthogonally and parallel to the subject's movement is established for several human behaviors indoors. The method of parallel line bound with single camera is used to reconstruct 3D coordinate of key points by image coordinate and conversion factor. The method is tested on sequences of video data of human motions indoors, and experimental results validate the good performance of the proposed approach in viewpoint independent behavior recognition.关键词
行为识别/视角无关/运动方向/智能视频监控Key words
behavior recognition/ view independent/ motion direction/ intelligent video supervision分类
信息技术与安全科学引用本文复制引用
梅雪,张继法,许松松,胡石..基于运动方向的视角无关行为识别方法[J].计算机工程,2012,38(15):159-161,165,4.基金项目
江苏省博士后科研计划基金资助项目(1001027B) （1001027B）
江苏省高校自然科学基金资助项目(09KJB510002) （09KJB510002）
南京工业大学青年教师学术基金资助项目(39710006) （39710006）
