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Uploaded on Dec 18, 2011
Note that microsoft has not yet released Kinect Fusion and may never release its source code. But, the Point Cloud Library (PCL) open source project has implemented Kinect Fusion. It is still under development, but the source code is available and does work somewhat. No color yet though. I plan to contribute to PCL's version of Kinect Fusion.
This video contains detailed visualizations and high level explanations of how the Kinect Fusion algorithms create incredible 3D models in real-time.
I also forgot to mention that after getting the trajectory of the dots, it also calculates the trajectory into the camera. These two rays give a unique 3D point using triangulation. That's how it determines the 3D position of the dots.
And lastly, I have to give credit to everyone that I got video from. I'm sorry, very little, if any of the content is original because I'd rather not spend weeks recreating existing videos.