摘要
基于视觉的人运动分析越来越受到计算机视觉领域研究者的广泛关注,它成为图像分析、心理学、人工智能等领域的研究热点,在智能视频监控、虚拟现实、用户接口、运动分析等方面有着广泛的应用。从运动目标检测、运动目标分类、人体运动跟踪、人体行为识别与描述四个环节综述了人体运动分析的研究现状,分析了存在的一些问题和未来的研究发展方向。
Vision-based human motion analysis is receiving increasing attention from computer vision researchers. It becomes the hotspot of the field of image analysis, psychology and artificial intelligence. It has a wide application in intelligent video surveillance, virtual reality, user interfaces and motion analysis. In this paper, moving target detection, classification, tracking and human action recognition are overviewed. We analyze some problems and challenges. Finally, some research directions in the future are discussed.
出处
《计算机系统应用》
2011年第2期245-254,共10页
Computer Systems & Applications
基金
浙江省自然科学基金(20080376)
关键词
人体运动分析
运动检测
跟踪
行为识别
human motion analysis
motion detection
tracking
action recognition
