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follow slowly moving objects in videos

asked 2013-07-18 15:16:54 -0500

everitt gravatar image

updated 2013-07-18 15:56:58 -0500

Given an area that contains a multi-view human head, I'd like to track it in a video. The head will most likely rotate or tilt at least once. Where should I start?

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answered 2013-07-19 06:11:19 -0500

If the head is the only moving object in the scene, then you will get good results with background-foreground segmentation followed by tracking of blobs that occur.

Another approach could be to create a multiview detector specified for a human head. An example of this can be found in this paper.

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answered 2013-07-18 15:35:46 -0500

theodore gravatar image

you can try the camshift approach although i think that this method will not work perfectly but you can try. If you are not satisfied with the results from camshift, then you should move to different approaches like kalman filter or particle filter.

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Asked: 2013-07-18 15:16:54 -0500

Seen: 247 times

Last updated: Jul 19 '13