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Point cloud segmentation can be straightforward as long as the assumptions can be mathematically modelled. For example, a flat floor can simply be extracted by using an elevation threshold. However, it is not always possible to make such simple assumptions, and the more assumptions that are made, the less generally applicable the approach becomes.