A dataset for the automatic assessment of functional senior fitness tests using kinect and physiological sensors

Alexandre Bernardino, Christian Vismara, Sergi Bermudez I Badia, Élvio Gouveia, Fátima Baptista, Filomena Carnide, Simão Oom, Hugo Gamboa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This work presents a dataset of functional fitness tests acquired with Kinect v2 and physiological sensors. The dataset contains both young and senior subjects executing a number of fitness tests meeting scientific standards of reliability and validity. The main objective is the ability to assess lower body strength, endurance, gait speed, agility and balance from the data obtained from commercially accessible devices. The dataset can be used to develop algorithms to automate the assessment of fitness levels in low-cost computer based systems for use at home, gymnasiums or care centers.

Original languageEnglish
Title of host publicationTISHW 2016 - 1st International Conference on Technology and Innovation in Sports, Health and Wellbeing, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509057276
DOIs
Publication statusPublished - 2016
Event1st International Conference on Technology and Innovation in Sports, Health and Wellbeing, TISHW 2016 - Vila Real, Portugal
Duration: 1 Dec 20163 Dec 2016

Conference

Conference1st International Conference on Technology and Innovation in Sports, Health and Wellbeing, TISHW 2016
CountryPortugal
CityVila Real
Period1/12/163/12/16

Keywords

  • Assessment
  • Direct measures
  • Functional Fitness
  • ICT-solutions
  • Older Adults

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    Bernardino, A., Vismara, C., Badia, S. B. I., Gouveia, É., Baptista, F., Carnide, F., ... Gamboa, H. (2016). A dataset for the automatic assessment of functional senior fitness tests using kinect and physiological sensors. In TISHW 2016 - 1st International Conference on Technology and Innovation in Sports, Health and Wellbeing, Proceedings [7847782] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TISHW.2016.7847782