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2018 | OriginalPaper | Chapter

Research on Recognition Technology of Human Lower Limbs Feature Based on the Random Forest Algorithm

Authors : Yankai Liu, Meijuan Yu

Published in: Communications, Signal Processing, and Systems

Publisher: Springer Singapore

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Abstract

This paper according to the background of a game project of family service entity robots quickly follow, introduces the problems existing in the most human recognition methods first. Then proposes a laser scanner as a hardware device, takes the method for recognition by random forest algorithm through the extraction of multiple different characteristics of the human lower limbs. And the experiment results show that the method is feasible and the recognition rate is high.

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Metadata
Title
Research on Recognition Technology of Human Lower Limbs Feature Based on the Random Forest Algorithm
Authors
Yankai Liu
Meijuan Yu
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-3229-5_75