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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