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Gait analysis for human identification through manifold learning and HMM

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Publication:931684
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DOI10.1016/j.patcog.2007.11.021zbMath1161.68757OpenAlexW2034383054MaRDI QIDQ931684

Meng-Fen Ho, Chung-Lin Huang, Ming-Hsu Cheng

Publication date: 26 June 2008

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2007.11.021


zbMATH Keywords

hidden Markov modelmanifold learningnonlinear dimension reductionGait analysisGaussian process latent variable model


Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)


Related Items (1)

Application of the computational theory of perceptions to human gait pattern recognition


Uses Software

  • CASIA Gait


Cites Work

  • Principal component analysis.
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