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  • 标题:Individual Recognition from Gait Using Feature Value Method
  • 本地全文:下载
  • 作者:T. Zhang ; G. Venture
  • 期刊名称:Cybernetics and Information Technologies
  • 印刷版ISSN:1311-9702
  • 电子版ISSN:1314-4081
  • 出版年度:2012
  • 卷号:12
  • 期号:3
  • 出版社:Bulgarian Academy of Science
  • 摘要:We propose a novel framework to recognize individuals from gait, in order to improve HRI. We collected the motion data of the torso from 13 persons’ gait, using 2 IMU sensors. We developed Feature Value Method which is a PCA based classifier and we achieved an average individual recognition rate of 94% through cross-validation.
  • 关键词:Gait; Recognition; PCA; Feature vector; Exclusion method.
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