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DC Field | Value | Language |
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dc.contributor.author | Hong, J | - |
dc.contributor.author | Kang, J | - |
dc.contributor.author | Price, ME | - |
dc.date.accessioned | 2014-08-05T14:47:07Z | - |
dc.date.available | 2014-08-05T14:47:07Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | Multimedia Tools and Applications, 71(3), 1999 - 2013, 2014 | en_US |
dc.identifier.issn | 1380-7501 | - |
dc.identifier.uri | https://link.springer.com/article/10.1007%2Fs11042-012-1319-2 | en |
dc.identifier.uri | https://bura.brunel.ac.uk/handle/2438/8845 | - |
dc.description | This is the author's accepted manuscript. The final publication is available at Springer via http://dx.doi.org/10.1007/s11042-012-1319-2. Copyright @ 2012 Springer. | en_US |
dc.description.abstract | Although there has been much previous research on which bodily features are most important in gait analysis, the questions of which features should be extracted from gait, and why these features in particular should be extracted, have not been convincingly answered. The primary goal of the study reported here was to take an analytical approach to answering these questions, in the context of identifying the features that are most important for gait recognition and gait attractiveness evaluation. Using precise 3D gait motion data obtained from motion capture, we analyzed the relative motions from different body segments to a root marker (located on the lower back) of 30 males by the fixed root method, and compared them with the original motions without fixing root. Some particular features were obtained by principal component analysis (PCA). The left lower arm, lower legs and hips were identified as important features for gait recognition. For gait attractiveness evaluation, the lower legs were recognized as important features. | en_US |
dc.description.sponsorship | Dorothy Hodgkin Postgraduate Award and HEFCE. | en_US |
dc.language | eng | - |
dc.language.iso | en | en_US |
dc.publisher | Elsevier | en_US |
dc.subject | gait analysis | en_US |
dc.subject | gait features | en_US |
dc.subject | gait signatures | en_US |
dc.subject | gait attractiveness | en_US |
dc.subject | principal component analysis | en_US |
dc.subject | walking | en_US |
dc.title | Extraction of bodily features for gait recognition and gait attractiveness evaluation | en_US |
dc.type | Article | en_US |
dc.identifier.doi | https://doi.org/10.1007/s11042-012-1319-2 | - |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Design | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Design/Design | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Health and Life Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Health and Life Sciences/Dept of Life Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Health and Life Sciences/Dept of Life Sciences/Psychology | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme/Institute of Materials and Manufacturing | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme/Institute of Materials and Manufacturing/Design for Sustainable Manufacturing | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups/Centre for Research into Entrepreneurship, International Business and Innovation in Emerging Markets | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute for Ageing Studies | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute of Cancer Genetics and Pharmacogenomics | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Centre for Systems and Synthetic Biology | - |
Appears in Collections: | Design Brunel Design School Research Papers |
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