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PointCloud Using Regular Camera

Is it possible to use a webcam (Regular RGB) with Point Cloud Library (PCL) or do I need to use a depth-sensor camera?

I would like to read hand movements from a regular RGB-camera (Nothing in 3D), and I was thinking of using pointcloude. But the question is if I can read RGB data using pointcloude and openni?