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This video covers the basic ideas behind computer vision. OpenCV for Processing (Java) and the Kinect are demonstrated.

This accompanies Chapter 16 of Learning Processing: A Beginner’s Guide to Programming Images, Animation, and Interaction

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For a full set of tutorials about the kinect see:

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