How can I use landmark tracking technology to stasm library?

asked 2014-03-25 01:51:17 -0500

tidy gravatar image

updated 2014-03-25 06:09:05 -0500

berak gravatar image

I am using stasm for face landmark detection. It works well for static images. But I want to add tracking algorithm to this library (such as Kalman Filter) to improve the detect effect for video sequence. How can I do this? Any suggestion?

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Your problem is the rotation and degrees of freedom of faces in a video sequence. You should try to normalize for that, else your Kalman tracker will not even give you a chance to apply tracking. I suggest applying a tracker to each landmark point, which will result in a predicted value if the detection fails.

StevenPuttemans gravatar imageStevenPuttemans ( 2014-03-25 05:40:17 -0500 )edit