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Calculating motion/movement energy/difference

asked 2014-04-29 16:25:27 -0500

matzahn gravatar image

updated 2015-10-06 13:26:17 -0500

Hi everybody, I am completely new in openCV and have not that much background in computer vision at all. What I need to achieve is a calculation of the "movement energy" in a real time video stream, let's say provided by depth raw data coming from a kinect camera. Concrete application: I want to measure und visualize on a scale how much/strong a large group of people, which is covered by a kinect camera, is moving. Since I found no approaches of the side of the kinect sdk and instantly by google I would like to know if there are any provided functionalities that I can use to reach this goal? I am really happy about suggestions and tips. Thanks a lot in advance.

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answered 2014-04-29 16:58:36 -0500

adrians gravatar image

Hi!

It seems that you want to compute the optical flow on an image.

I don't know if the depth data from the kinect can be integrated in the computation, but the 2d color images should be enough.

Have some references

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Thanks a lot for this approach! I guess this could be the right way. But my problem is that I think it will be necessary to integrate depth data since I want to use the system in a club context with heavy light changes in the environment. Am I right that there must be always constant light conditions when using optical flow?

matzahn gravatar imagematzahn ( 2014-04-29 18:01:57 -0500 )edit

After reading a bit more about kinect integration, I see that you can get a matrix which contains depths (one channel) instead of colors.

You can try to apply an optical flow algorithm on a depth-matrix instead of a colour-matrix. (and maybe add some image filtering - smoothing, eroding, to remove the noise/background elements)

adrians gravatar imageadrians ( 2014-04-30 03:14:41 -0500 )edit
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Asked: 2014-04-29 16:25:27 -0500

Seen: 581 times

Last updated: Apr 29 '14