动态变焦相机对远程移动物体的实时跟踪

Yan Gao, Xiaolin Zhang
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引用次数: 2

摘要

远距离目标检测与跟踪一直是广域安全领域研究的热点问题。本文介绍了一种实时主动视觉系统,可以对1米到200米范围内的运动物体进行跟踪。该视觉伺服系统主要由平移、倾斜和变焦三个机械自由度构成。提出了一种鹰眼机制,以获得高分辨率的大视场。本文还提出了一种将三个独立变焦相机的结果结合起来用于远距离探测和跟踪运动目标的融合方案。提出了一种高性能的平移装置和一种高频电机控制算法来平滑跟踪。该系统具有跟踪和变焦功能,可实现对远距离意外物体的监控。摄像头可以放大以捕捉行人的高分辨率细节,并在跟踪时记录一系列可用图像。为了验证所采用方法的有效性,进行了100-200米距离的行人跟踪实验。实验结果表明,该系统对远距离行人的跟踪是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real time tracking of a remote moving object by active zoom cameras
Object detecting and tracking at a distance has been a big problem in the research field of wide area security. This paper introduces a real time active vision system which can track a moving object from 1 meter to 200 meters. This visual servo system is mainly structured of three mechanical freedoms of pan, tilt and zoom. An eagle's eye mechanism is proposed to obtain a wide field of view (FOV) in high resolution. A fusion schemes that combines the results of the three separate zoom cameras for detecting and tracking a moving object at distance is also developed. A high performance pan-tilt unit and an algorithm of high frequency motor control is proposed to smooth the tracking. This system has the tracking and zooming functions to monitor an unexpected object at a long distance. The camera can zoom in to capture the high resolution detail of a pedestrian and record a series of available images while tracking. In order to demonstrate the effectiveness of the approaches adopted, an experiment of tracking a pedestrian from a distance of 100–200 meters has been carried out. Experimental results show that the proposed system is valid for tracking a pedestrian at a distance.
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