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updated broken link to FLANN project page (PointCloudLibrary#5973)
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* updated broken link to FLANN project page

* updated kdtree tutorial link
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minhaj6 authored Mar 1, 2024
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Expand Up @@ -249,7 +249,7 @@ Kd-tree

A theoretical primer explaining how Kd-trees work can be found in the `Kd-tree tutorial <https://pcl.readthedocs.io/projects/tutorials/en/master/kdtree_search.html>`_.

The *kdtree* library provides the kd-tree data-structure, using `FLANN <http://www.cs.ubc.ca/~mariusm/index.php/FLANN/FLANN>`_, that allows for fast `nearest neighbor searches <https://en.wikipedia.org/wiki/Nearest_neighbor_search>`_.
The *kdtree* library provides the kd-tree data-structure, using `FLANN <http://www.cs.ubc.ca/research/flann/>`_, that allows for fast `nearest neighbor searches <https://en.wikipedia.org/wiki/Nearest_neighbor_search>`_.

A `Kd-tree <https://en.wikipedia.org/wiki/Kd-tree>`_ (k-dimensional tree) is a space-partitioning data structure that stores a set of k-dimensional points in a tree structure that enables efficient range searches and nearest neighbor searches. Nearest neighbor searches are a core operation when working with point cloud data and can be used to find correspondences between groups of points or feature descriptors or to define the local neighborhood around a point or points.

Expand All @@ -261,7 +261,7 @@ Kd-tree
**Documentation:** https://pointclouds.org/documentation/group__kdtree.html

**Tutorials:** http://pointclouds.org/documentation/tutorials/#kdtree-tutorial
**Tutorials:** https://pcl.readthedocs.io/projects/tutorials/en/master/kdtree_search.html

**Interacts with:** Common_

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