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Aiming at the k-nearest neighbors algorithm for scatter point cloud data, an improve method has been proposed based on dimension reduction and sorting. In the improved algorithm, the main directions of point cloud data need to be solved according to PCA (Principal Components Analysis) to analyze the spatial distribution of point cloud data. After that, rotate the main directions to coincide with the...
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