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Asian Conference on Intelligent Information and Database Systems

ACIIDS 2016: Intelligent Information and Database Systems pp 397–406Cite as

Analysis of Human Motion Data Using Recurrence Plots and Recurrence Quantification Measures

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9622))

Abstract

The authors present exemplary application of recurrence plots and recurrence quantification analysis for the purpose of exploration of experimental time series describing the movements of the hip joint during a few selected assisted rehabilitation exercises maintaining mobility of the hip in case of coxarthrosis. Time series were extracted from motion sequences which were recorded in the Human Motion Laboratory (HML) of the Polish-Japanese Academy of Information Technology in Bytom, Poland by means of the Vicon Motion Kinematics Acquisition and Analysis System. Additionally, some features of a recurrence plot were presented on the basis of the Rabinovich-Fabrikant system.

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Acknowledgements

This work has been supported by the following projects: UOD-DEM-1-183/001 “Intelligent video analysis system for behavior and event recognition in surveillance networks" from the National Centre for Research and Development and BK-263/2015 “Modern problems of graphics, video and computer simulation".

Author information

Authors and Affiliations

  1. Polish-Japanese Academy of Information Technology, Koszykowa 86, 02-008, Warszawa, Poland

    Agnieszka Michalczuk & Konrad Wojciechowski

  2. Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland

    Henryk Josiński, Adam Świtoński & Agnieszka Szczȩsna

  3. Medical University of Silesia, Batorego 15, 41-902, Bytom, Poland

    Romualda Mucha

Authors
  1. Henryk Josiński
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  2. Agnieszka Michalczuk
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  3. Romualda Mucha
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  4. Adam Świtoński
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  5. Agnieszka Szczȩsna
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  6. Konrad Wojciechowski
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Corresponding author

Correspondence to Henryk Josiński .

Editor information

Editors and Affiliations

  1. Wrocław University of Technology, Wrocław, Poland

    Ngoc Thanh Nguyen

  2. Wrocław University of Technology, Wrocław, Poland

    Bogdan Trawiński

  3. Iwate Prefectural University, Takizawa, Japan

    Hamido Fujita

  4. National University of Kaohsiung, Kaohsiung, Taiwan

    Tzung-Pei Hong

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Josiński, H., Michalczuk, A., Mucha, R., Świtoński, A., Szczȩsna, A., Wojciechowski, K. (2016). Analysis of Human Motion Data Using Recurrence Plots and Recurrence Quantification Measures. In: Nguyen, N.T., Trawiński, B., Fujita, H., Hong, TP. (eds) Intelligent Information and Database Systems. ACIIDS 2016. Lecture Notes in Computer Science(), vol 9622. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-49390-8_39

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  • DOI: https://doi.org/10.1007/978-3-662-49390-8_39

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-49389-2

  • Online ISBN: 978-3-662-49390-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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