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Human fall detection

HI OpenCV.

I'm new in the OpenCV but I do a lot of stuff and I get very familiarize with it. I'm on a research using OpenCV 2.4.9 with C++ and a Kinect and I have to detect when a person falls. I know that HOGDescriptor detect people but when is in the floor or he/she flex a little bit it doesn't recognize it like a person, so for this it doesn't work.

If someone can give a hand and/or tips I will appreciated.

Thank you!!!