People Detection and Tracking

asked 2013-05-21 10:28:55 -0500

UserOpenCV gravatar image

updated 2013-05-21 10:33:41 -0500

I want to do pedestrian detection and tracking.

Input: Video Stream from CCTV camera.

Output:

  1. # people going from left to right
  2. # people going from right to left
  3. # No. of people in the middle

For pedestrian detection I am using HOG and SVM. After detection how to do I calculate the required values listed above. Can anyone tell me what is the tracking algorithm I have to use and any good algorithm for pedestrian detection.

Or should I use tracking algorithm? Is there a way to do without it?

Any references to codes/blogs/technical papers is appreciated.

Platform: C++ & OpenCV

--Thanks

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Comments

Can you elaborate more on these points:

  • people going from left to right: Do you mean entering from left of the frame and leaving to the right of frame or do you mean instantaeneous direction left to right at any point?
  • people going from right to left: Same question as above.
vinayverma gravatar imagevinayverma ( 2013-05-23 00:41:09 -0500 )edit