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The RGB-D-SLAM package Multiresolution Surfel Maps

code.google.com/p/mrsmap

has been tested on the TUM/Freiburg data set with good results.

It runs on CPU.

See this paper for details:

www.ais.uni-bonn.de/papers/JVCI_13_RGB-D-SLAM.pdf