Detalhes do Documento

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

Autor(es): Bernardino, Alexandre ; Vismara, Christian ; Bermúdez i Badia, Sergi ; Gouveia, Élvio ; Baptista, Fátima ; Carnide, Filomena ; Oom, Simão ; Gamboa, Hugo

Data: 2016

Identificador Persistente: http://hdl.handle.net/10400.13/2170

Origem: DigitUMa - Repositório da Universidade da Madeira

Assunto(s): Functional fitness; Assessment; Direct measures; ICT-solutions; Older adult; .; Faculdade de Ciências Sociais


Descrição

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.

Tipo de Documento Objeto de conferência
Idioma Inglês
Contribuidor(es) DigitUMa
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