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This article describes a natural landmarks detection method to use with conventional 2D laser rangefinders. The method consists of three main parts: data clustering, smoothing and segmentation. A smoothing algorithm within a scale space framework is introduced to smooth the range image. This is achieved by repeatedly convolving the scan data with an adaptive smoothing mask calculated according to...
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