I have been reading this paper and there is point not clear to me. For their algorithm they are using body parts, but i couldn't find how they obtain the body part. Is there any straight forward method for obtaining body parts?
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In the supplementary material published by Microsoft at this link, authors explain they used labeled 3D models to train the algorithm. So the body parts used for the training were "hand-labeled" for each of the models used.
This image should help to figure out how the labeling process were made:

Vito Gentile
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Hi Vito thank you answer, But they were mentioning they used real data also for building training trees. How can they partition the body on real depth image – seleucia Mar 03 '16 at 14:14
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I read authors mention some "mocap data", so I think they probably used [mo-cap](https://en.wikipedia.org/wiki/Motion_capture) to move such 3D models and morph them in several poses. – Vito Gentile Mar 03 '16 at 14:50