24 February 2012 Registration method for terrestrial LiDAR point clouds using geometric features
Teng Huang, Dong Zhang, Guihua Li, Minwei Jiang
Author Affiliations +
Abstract
The study presents a method for registration of terrestrial light detection and ranging point clouds based on geometric features (GFs) without using targets. It aims to solve the rotation and translation between two data sets using geometric features, including points, lines, planes, and cylinders. Conjugate planes are used to solve the rotation and the intersected points of the axes of the cylinders and planes are used as conjugate points to solve the translation. Based on the result from an experiment, it has been demonstrated that the proposed approach is capable of giving a reliable and satisfactory registration solution.
© 2012 Society of Photo-Optical Instrumentation Engineers (SPIE) 0091-3286/2012/$25.00 © 2012 SPIE
Teng Huang, Dong Zhang, Guihua Li, and Minwei Jiang "Registration method for terrestrial LiDAR point clouds using geometric features," Optical Engineering 51(2), 021114 (24 February 2012). https://doi.org/10.1117/1.OE.51.2.021114
Published: 24 February 2012
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CITATIONS
Cited by 17 scholarly publications.
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KEYWORDS
Clouds

LIDAR

Image registration

Laser scanners

Optical engineering

Feature extraction

Image segmentation

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