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Estimating Anthropometric Marker Locations From 3-D LADAR Point Clouds

Estimating Anthropometric Marker Locations From 3-D LADAR Point Clouds

Paperback

Technology & EngineeringPhysics

ISBN10: 1025123239
ISBN13: 9781025123233
Publisher: Hutson Street Press
Published: May 22 2025
Pages: 114
Weight: 0.38
Height: 0.24 Width: 6.14 Depth: 9.21
Language: English

An area of interest for improving the identification portion of the system is in extracting anthropometric markers from a Laser Detection and Ranging (LADAR) point cloud. Analyzing anthropometrics markers is a common means of studying how a human moves and has been shown to provide good results in determining certain demographic information about the subject. This research examines a marker extraction method utlizing principal component analysis (PCA), self-organizing maps (SOM), alpha hulls, and basic anthropometric knowledge. The performance of the extraction algorithm is tested by performing gender classification with the calculated markers.

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Maier, Matthew J.

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Technology & Engineering