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Also I have been thinking about GPUs these days. Is there a GPU implementation of this? Would that make sense? I guess it would for large enough point clouds...

OpenCV 2.4.3 has a set of GPU accelerated matrix operation API. I am not sure if the one that is shipped with ROS is built with GPU support though.