For anyone struggling with using the Kinect while sitting, I've made some progress with identifying postures while sitting and laying down.
The skeletal recogniser often looses tracking in that situation, so instead I'm using HaarCascades from OpenCV with the Kinect depth camera. I have a blog entry with some background here
the bottom line is , it works!
theres some videos on the blog so you can see the results.
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