Multiple object tracking system with three level continuous processes

K. Fukui, H. Nakai, Y. Kuno
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引用次数: 10

Abstract

Reports a system for detecting human like moving objects in time-varying images. The authors show how it is possible to detect the image trajectories of people moving in ordinary indoor scenes. The system consists of three subprocesses: changing region detection, moving object tracking and movement interpretation. The processes are executed in parallel so hat each one can recover from the others' errors. This ensures the reliable detection of the trajectories in difficult cases such as movement across complicated backgrounds. The authors have built a trial detection system using a parallel image processing system. The details of the trial system and experimental results of walking person detection are described.<>
三级连续过程多目标跟踪系统
报告了一种在时变图像中检测类人运动物体的系统。作者展示了如何检测在普通室内场景中移动的人的图像轨迹。该系统包括三个子过程:变化区域检测、运动目标跟踪和运动解释。这些进程并行执行,以便每个进程都可以从其他进程的错误中恢复过来。这确保了在复杂背景的运动等困难情况下可靠地检测轨迹。作者利用并行图像处理系统构建了一个试验检测系统。介绍了试验系统的详细情况和行走人检测的实验结果
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