I am reading some articles about segmentation (how to combine both color and depth information) and feature extraction (knowing more about SIFT, SURF, NARF, etc). Although the last reference is out of scope, it gives some ideas about the use of Microsoft Kinect, Features and how to do feature matching.
Sanmati S. Kamath and Joel R. Jackson
[14th European Signal Processing Conference (EUSIPCO 2006)]
Sparse Distance Learning for Object Recognition Combining RGB and Depth Information
Kevin Lai, Liefeng Bo, Xiaofeng Ren, and Dieter Fox
Building a 3D map from RGB-D sensors
Virgile Hogman
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