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计算机工程 ›› 2008, Vol. 34 ›› Issue (2): 196-198. doi: 10.3969/j.issn.1000-3428.2008.02.065

• 人工智能及识别技术 • 上一篇    下一篇

基于黑板模式的人体检测系统设计与实现

江焯林1,黎绍发1,高东发2   

  1. (1. 华南理工大学计算机科学与工程学院,广州 510640;2. 湖北大学数学与计算机学院,武汉 430062)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2008-01-20 发布日期:2008-01-20

Design and Implementation of Blackboard-based Systemfor Human Detection

JIANG Zhuo-lin1, LI Shao-fa1, GAO Dong-fa2   

  1. (1. School of Computer Science & Engineering, South China University of Technology, Guangzhou 510640;2. School of Math & Computer Science, Hubei University, Wuhan 430062)
  • Received:1900-01-01 Revised:1900-01-01 Online:2008-01-20 Published:2008-01-20

摘要: 为了实现广角镜视频图像中的人体检测,设计并实现了基于黑板模式的室内人体检测系统。该系统算法通过排除非人体目标实现人体检测。实验结果表明基于黑板模式的人体检测方法有效,即使在人体局部遮挡、头部旋转和皮肤颜色差异的情况下也同样适用。为使用广角镜摄像机进行室内人体检测提供了一种可行的方法。

关键词: 黑板, 软件体系结构, 广角镜, 人体检测

Abstract: A blackboard-based system for human detection in an indoor environment is designed and implemented, in order to accomplish human detection in wide angle camera images. The algorithm of this system excludes other nonhuman objects to detect human. Experimental results show that the blackboard-based method for human detection is feasible. It is applicable even in the presence of partial occlusion of humans, rotation of the head and variation of skin colors. It gives a feasible method for human detection in wide angle camera in indoor environments.

Key words: blackboard, software architecture, wide angle lens, human detection

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