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HRV based Health&Sport markers using video from the face
| dc.contributor.author | Capdevila, Ll. |
| dc.contributor.author | Moreno, Jordi |
| dc.contributor.author | Movellan, Javier |
| dc.contributor.author | Parrado Romero, Eva |
| dc.contributor.author | Ramos Castro, Juan José |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica |
| dc.date.accessioned | 2013-03-12T11:14:35Z |
| dc.date.created | 2012 |
| dc.date.issued | 2012 |
| dc.identifier.citation | Capdevila, L. [et al.]. HRV based Health&Sport markers using video from the face. A: IEEE Engineering in Medicine and Biology Society. "34th Annual International Conference of the IEEE EMBS. San Diego, California USA, 28 August - 1 September, 2012". San Diego, California: IEEE, 2012, p. 5646-5649. |
| dc.identifier.isbn | 978-1-4577-1787-1 |
| dc.identifier.uri | http://hdl.handle.net/2117/18202 |
| dc.description.abstract | Heart Rate Variability (HRV) is an indicator of health status in the general population and of adaptatio n to stress in athletes. In this paper we compare the performance of two systems to measure HRV: (1) A commercial system based on recording the physiological cardiac signal with (2) A computer vision system that uses a standard video images of the face to estimate RR from changes in skin color of the face. We show that the computer vision system performs surprisingly well. It estimates individual RR intervals in a non - invasive manner and with error levels comparable to those achieved by the physiological based system. |
| dc.format.extent | 4 p. |
| dc.language.iso | eng |
| dc.publisher | IEEE |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria biomèdica::Electrònica biomèdica |
| dc.subject.lcsh | Heart beat |
| dc.title | HRV based Health&Sport markers using video from the face |
| dc.type | Conference report |
| dc.subject.lemac | Cor -- Batecs |
| dc.identifier.doi | 10.1109/EMBC.2012.6347275 |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6347275 |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 11173933 |
| dc.description.version | Postprint (published version) |
| dc.date.lift | 10000-01-01 |
| local.citation.author | Capdevila, L.; Moreno, J.; Movellan, J.; Parrado , E.; Ramos, J. |
| local.citation.contributor | IEEE Engineering in Medicine and Biology Society |
| local.citation.pubplace | San Diego, California |
| local.citation.publicationName | 34th Annual International Conference of the IEEE EMBS. San Diego, California USA, 28 August - 1 September, 2012 |
| local.citation.startingPage | 5646 |
| local.citation.endingPage | 5649 |