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Gender Classification from Pose-Based GEIs
dc.contributor.author | Martín Félez, Raúl | |
dc.contributor.author | Mollineda, Ramón A. | |
dc.contributor.author | Sánchez Garreta, Josep Salvador | |
dc.date.accessioned | 2013-04-25T07:34:16Z | |
dc.date.available | 2013-04-25T07:34:16Z | |
dc.date.issued | 2012 | |
dc.identifier.citation | Martín Félez, Raúl ; Mollineda, Ramón; Sánchez, J. Salvador. " Gait Recognition by Ranking". En: Computer Vision and Graphics – International Conference, ICCVG 2012, Warsaw, Poland, September 24-26, 2012. Proceedings / Bolc, Leonard [et al.] (Eds.). Berlin : Springer, 2012. (Lecture Notes in Computer Science; 7594) . ISBN: 978-3-642-33563-1, pp. 501-508 | ca_CA |
dc.identifier.isbn | 978-3-642-33563-1 | |
dc.identifier.issn | 0302-9743 | |
dc.identifier.issn | 1611-3349 | |
dc.identifier.uri | http://hdl.handle.net/10234/62210 | |
dc.description.abstract | This paper introduces a new approach for gait-based gender classification in which some key biomechanical poses of a gait pattern are represented by partial Gait Energy Images (GEIs). These pose-based GEIs can more accurately represent the shape of the body parts and some dynamic features with respect to the usually blurred depiction provided by a general GEI comprising all poses. Gait-based gender classification is based on the weighted decision fusion of the pose-based GEIs. Results of experiments on two large gait databases prove that this method performs significantly better than clasiffiers based on the original GEI. | ca_CA |
dc.format.extent | 8 p. | ca_CA |
dc.format.mimetype | application/pdf | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Springer Berlin Heidelberg | ca_CA |
dc.relation.isPartOfSeries | Lecture Notes in Computer Science;7594 | |
dc.rights | Springer, Part of Springer Science+Business Media | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | * |
dc.subject | Computer Graphics | ca_CA |
dc.subject | Pattern Recognition | ca_CA |
dc.subject | GEI | ca_CA |
dc.subject | Gender classification | ca_CA |
dc.title | Gender Classification from Pose-Based GEIs | ca_CA |
dc.type | info:eu-repo/semantics/bookPart | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-642-33564-8_60 | |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | ca_CA |
dc.relation.publisherVersion | http://link.springer.com/chapter/10.1007%2F978-3-642-33564-8_60 | ca_CA |
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