Detect humans and their position.

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Khushi
Khushi am 23 Jul. 2014
Beantwortet: Image Analyst am 25 Jul. 2014
I want to detect humans and their position (e.g.sleeping or standing or sitting) in a video using MATLAB.I have tried using people tracking algorithms, different demos/algorithms, computer vision and DSP System Toolboxes.But still not got appropriate results.Can anyone suggest me a simple way to do it?

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Dima Lisin
Dima Lisin am 23 Jul. 2014
Bearbeitet: Dima Lisin am 24 Jul. 2014
The Computer Vision System Toolbox has a way of detecting standing people ( vision.PeopleDetector) as well as faces and upper bodies ( vision.CascadeObjectDetector). Have you tried these?
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Khushi
Khushi am 24 Jul. 2014
Yes I have tried that but have not got apropriate results.
Dima Lisin
Dima Lisin am 24 Jul. 2014
Could you please be more specific? Have you been able to detect standing people with vision.PeopleDetector? Have you tried using a different ClassificationModel? The object comes with two: 'UprightPeople_128x64' (Default) and 'UprightPeople_96x48'.
Also, is your camera stationary? You could try using vision.ForegroundDetector do detect anything that moves.

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Image Analyst
Image Analyst am 25 Jul. 2014
The University of Dayton has developed human action recognition software. See their site for ideas on how to proceed: http://www.udayton.edu/engineering/vision_lab/human_activity_recognition/action_recognition.php It won't be easy, and there is nothing built in to any MATLAB toolbox to do this, so you're in for a lot of work.

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