Gait Analysis Using Computer Vision Based on Cloud Platform and Mobile Device
Joint Authors
Nieto-Hidalgo, Mario
Ferrández-Pastor, Francisco Javier
Valdivieso-Sarabia, Rafael J.
Mora-Pascual, Jerónimo
García-Chamizo, Juan Manuel
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-01-14
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Telecommunications Engineering
Abstract EN
Frailty and senility are syndromes that affect elderly people.
The ageing process involves a decay of cognitive and motor functions which often produce an impact on the quality of life of elderly people.
Some studies have linked this deterioration of cognitive and motor function to gait patterns.
Thus, gait analysis can be a powerful tool to assess frailty and senility syndromes.
In this paper, we propose a vision-based gait analysis approach performed on a smartphone with cloud computing assistance.
Gait sequences recorded by a smartphone camera are processed by the smartphone itself to obtain spatiotemporal features.
These features are uploaded onto the cloud in order to analyse and compare them to a stored database to render a diagnostic.
The feature extraction method presented can work with both frontal and sagittal gait sequences although the sagittal view provides a better classification since an accuracy of 95% can be obtained.
American Psychological Association (APA)
Nieto-Hidalgo, Mario& Ferrández-Pastor, Francisco Javier& Valdivieso-Sarabia, Rafael J.& Mora-Pascual, Jerónimo& García-Chamizo, Juan Manuel. 2018. Gait Analysis Using Computer Vision Based on Cloud Platform and Mobile Device. Mobile Information Systems،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1204948
Modern Language Association (MLA)
Nieto-Hidalgo, Mario…[et al.]. Gait Analysis Using Computer Vision Based on Cloud Platform and Mobile Device. Mobile Information Systems No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1204948
American Medical Association (AMA)
Nieto-Hidalgo, Mario& Ferrández-Pastor, Francisco Javier& Valdivieso-Sarabia, Rafael J.& Mora-Pascual, Jerónimo& García-Chamizo, Juan Manuel. Gait Analysis Using Computer Vision Based on Cloud Platform and Mobile Device. Mobile Information Systems. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1204948
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1204948