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A novel algorithm to find line segments is proposed from the sequence of points taken by a laser scan, which consists of over segmentation, undirected graph generation and line segments extraction. Firstly, the self-adaptive IEPF method is used to over segment raw points into sub-groups. Secondly, the undirected graph is generated based on merge probability function of sub-groups. Thirdly, according...