An advanced on-line video tracking system

J. Hwang, Y. Ooi, S. Ozawa
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引用次数: 1

Abstract

This paper describes an on-line visual sensing system available to a security area. The sensing system capable of tracking and zooming functions detects an unexpected object and records the series of available extracted object images in the time varying environment. Two algorithms-image processing to detect the object motion and parallel pan/tilt/zoom control-are proposed for the sensing system. In the image processing, the object edge image is first abstracted by specific temporal differentiation of two successive edge images. The object size as a major information in zoom-lens control is determined by multi-stage eigenvalues of the real symmetric matrix in the abstracted image which is designed for low computational cost as well as noise detection. Secondly for a practical application, the organic path planning of parallel sensor control-three mechanical freedoms of pan, tilt and zoom-is established, and pipeline processing between image processing and sensor control is designed. Experimental results show that the proposed system is valid for numerous kinds of moving objects in the security zone.<>
先进的在线视频跟踪系统
本文介绍了一种适用于安全领域的在线视觉传感系统。具有跟踪和变焦功能的传感系统检测到意外物体,并在时变环境中记录一系列可用的提取物体图像。针对该传感系统,提出了两种算法——图像处理检测目标运动和平行平移/倾斜/变焦控制。在图像处理中,首先通过对两幅连续边缘图像进行特定的时间分异提取目标边缘图像。在变焦镜头控制中,物体大小作为主要信息,由抽象图像中实对称矩阵的多阶特征值决定,计算成本低,且具有噪声检测的特点。其次,针对实际应用,建立了平移、倾斜、变焦三个机械自由度并联传感器控制的有机路径规划,设计了图像处理与传感器控制之间的流水线处理。实验结果表明,该系统对安全区域内多种运动物体都是有效的
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