KD Tree Nearest Neighbor and Range Search

Version 1.0.0.0 (212 KB) by Steven Michael
KD Tree range and nearest neighbor search.
4.1
(19)
13.2K Downloads
Updated 1 Apr 2008

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This implements a KDTree for nearest neighbor and range searching.The KDTree stores a N-dimensional set of points. The tree can be queried for all points within a Euclidian range in order O(sqrt(p)+k) time, where p is the number of points and k is the number of reported points. A nearest neighbor search can be done in order O(log(p) time. The m-files are binary MATLAB functions written in C++. Source code is included as well as binaries for Linux on i386 and x86_64 systems and Windows (i386).

Cite As

Steven Michael (2024). KD Tree Nearest Neighbor and Range Search (https://www.mathworks.com/matlabcentral/fileexchange/7030-kd-tree-nearest-neighbor-and-range-search), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2008a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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kdtree/@kdtree/

Version Published Release Notes
1.0.0.0

Update to compile with MATLAB R2008a. Change to makefile-based Visual Studio solution for windows.