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When it comes to recognizon a specific location, nothing comes close to directly using colored point-clouds from 3D laser scans. However, moving through a set of a couple of Hundred Million points in real time requires efficient processing. The avaiable commercial solutions are extremely expensive. We are committed to provide the OpenDS community with a low-cost solution for point-cloud based driving simulation.