| CPC G01S 17/89 (2013.01) [G01S 17/931 (2020.01)] | 19 Claims |

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1. A method, comprising:
identifying a cluster of points of a first point cloud;
determining a percentage of points of the cluster of points that are identified as corresponding to respective points of a second point cloud;
determining that the cluster of points corresponds to a dynamic object based at least on the percentage;
based at least on the cluster of points corresponding to the dynamic object, removing the cluster of points from the first point cloud to generate an updated first point cloud; and
determining a location of an autonomous or semi-autonomous machine based at least on the updated first point cloud, wherein the autonomous or semi-autonomous machine performs one or more navigation or control operations for maneuvering based at least on the location of the autonomous or semi-autonomous machine.
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