智能监控系统的广阔应用前景使得它成为计算机视觉领域中备受关注的前沿方向。从背景的更新和运动目标的跟踪两部分入手,详细介绍一种以双高斯背景模型对背景进行更新,并用卡尔曼滤波器进行人体跟踪的算法。在实际的自然光照环境中成功地进行实验,取得了较好的结果。
Broad applicative prospect of Intelligent Monitoring System makes it become a much concerned forefront direction in computer vision areas. This article begins with both background updating and moving object tracking and expatiates an algorithm which updates the background with dual Gauss Background Model and tracks the moving human body with Kalman Filter. The experiment was successfully performed in actual environment with natural light,and got preferable result.