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0056f2 Matt Hughes 2026-08-11 23:47:43
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# Cluster Extraction
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2c5bac Matt Hughes 2026-08-12 14:31:01
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The Cluster Extraction operator can reduce a point cloud to a set of AABBs that represent 'clusters' of points. It uses Euclidean cluster extraction, a geometric algorithm for segmenting subjects within a larger cloud. It can be used to coarsely isolate people and objects within a scene for location tracking, presence detection, or to prepare regions of interest for further processing.
3a96b6 Matt Hughes 2026-08-12 14:29:55
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9eedd6 Matt Hughes 2026-08-12 14:32:28
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The implementation of Euclidian cluster extraction is provided by PCL. A concise theoretical primer is provided [here](https://pcl.readthedocs.io/projects/tutorials/en/master/cluster_extraction.html#theoretical-primer).
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*[PCL]:Point Cloud Library
321963 Matt Hughes 2026-08-12 00:05:26
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9b7647 Matt Hughes 2026-08-12 12:01:00
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---
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e0bf0d Matt Hughes 2026-08-12 00:38:48
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::: buttonlink
0b9e95 Matt Hughes 2026-08-12 14:32:49
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[View operator source](https://github.com/matth-av/pointcaster/blob/qt/src/plugins/operators/cluster_extraction/cluster_extraction_operator.cc)
e0bf0d Matt Hughes 2026-08-12 00:38:48
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fa8096 Matt Hughes 2026-08-12 01:21:30
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be9e84 Matt Hughes 2026-08-12 01:36:18
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*[AABB]: An Axis Aligned Bounding Box encloses a set of points while keeping its faces parallel to world axes.