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Sooo, after calibrating the RGB and the IR camera like described here, nothing changed. I didn't expect it to work anyway. Luckily, I tried a Asus Xtion with the same setup, which worked flawlessly. This means that the error is in my kinect. I guess I'll have to find a way to recalibrate it.

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