运动摄像机的运动目标检测与跟踪

Won Kim, In-So Kweon
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引用次数: 15

摘要

本文主要研究运动摄像机下的多运动目标检测与跟踪问题。运动物体的检测采用基于同形图的运动检测方法。在检测到运动物体后,我们使用在线增强跟踪器来跟踪运动物体。由于每个跟踪器和检测器都是独立测量的,因此我们将两个系统集成到一个系统中。因此,我们的算法可以在不需要背景建模的情况下检测和跟踪多个运动物体。我们给出了从自然户外场景中获得的序列的实验结果。
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Moving object detection and tracking from moving camera
In this paper, we deal multi moving object detection and tracking under moving camera. Moving objects are detected by homography-based motion detection. After moving objects are detected, we apply online-boosting trackers to track moving objects. Because each tracker and detector is measured independently, we integrate two systems into one system. Hence, our algorithm detects and tracks multi moving objects without background modeling. We show experiment results from sequences which are obtained from natural outdoor scene.
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