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

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 lo...

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Detalhes bibliográficos
Autor principal: Bernardino, Alexandre (author)
Outros Autores: Vismara, Christian (author), Bermúdez i Badia, Sergi (author), Gouveia, Élvio (author), Baptista, Fátima (author), Carnide, Filomena (author), Oom, Simão (author), Gamboa, Hugo (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2018
Assuntos:
Functional fitness
Assessment
Direct measures
ICT-solutions
Older adult
.
Faculdade de Ciências Sociais
Texto completo:http://hdl.handle.net/10400.13/2170
País:Portugal
Oai:oai:digituma.uma.pt:10400.13/2170
Descrição
Resumo: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.

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