3-D Hand Pose Estimation from Kinect's Point Cloud Using Appearance Matching

Pasquale Coscia, Francesco A. N. Palmieri, Francesco Castaldo +1

We present a novel appearance-based approach for pose estimation of a human hand using the point clouds provided by the low-cost Microsoft Kinect sensor. Both the free-hand case, i…