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Object Detection and Tracking under Planar Constraints

机译:平面约束下的目标检测与跟踪

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摘要

Automatic object detection and tracking has been widely applied in the video surveillance systems for homeland security and data fusion in the remote sensing and airborne imagery. The typical applications include human motion analysis, vehicle detection, and architectural building detection. Here we conduct object detection and tracking under planar constraints for interesting objects. Planar surface abounds in man-made environment. It provides much useful information for image understanding and then can be adopted to improve the performance of object detection and tracking. The experiments on real data show that object detection and tracking could be successfully implemented by incorporating planar information of interesting objects.
机译:自动目标检测和跟踪已广泛应用于视频监控系统中,用于国土安全以及遥感和机载图像中的数据融合。典型应用包括人体运动分析,车辆检测和建筑建筑物检测。在这里,我们在平面约束下对感兴趣的对象进行对象检测和跟踪。在人造环境中,平面表面比比皆是。它为理解图像提供了很多有用的信息,然后可以用来提高目标检测和跟踪的性能。对真实数据的实验表明,通过合并有趣物体的平面信息,可以成功实现物体检测和跟踪。

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