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Terrain modeling and building reconstruction requires interpretation of millions of points acquired by terrestrial and airborne laser scanners. Nearest neighbors search is often used in LiDAR data processing based computation of local features in 3D space. Kd-tree and range tree etc. are usually employed for range search. In this paper we investige the feasibility of Locality Sensitive Hashing (LSH)...
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