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DC poleHodnotaJazyk
dc.contributor.authorBottino, Andrea
dc.contributor.authorDe Simone, Matteo
dc.contributor.authorLaurentini, Aldo
dc.date.accessioned2013-03-05T13:28:13Z
dc.date.available2013-03-05T13:28:13Z
dc.date.issued2007
dc.identifier.citationJournal of WSCG. 2007, vol. 15, no. 1-3, p. 135-142.en
dc.identifier.isbn978-80-86943-00-8
dc.identifier.issn1213-6972 (hardcopy)
dc.identifier.issn1213-6964 (online)
dc.identifier.issn1213-6980 (CD-ROM)
dc.identifier.urihttp://wscg.zcu.cz/wscg2007/Papers_2007/journal/!WSCG2007_Journal_Final.zip
dc.identifier.urihttp://hdl.handle.net/11025/1428
dc.description.abstractThis paper presents a novel method for motion recognition. The approach is based on 3D motion data. The captured motion is divided into sequences, which are sets of contiguous postures over time. Each sequence is then classified into one of the recognizable action classes by means of a PCA based method. The proposed approach is able to perform automatic recognition of movements containing more than one class of action. The advantages of this technique are that it can be easily extended to recognize many action classes and, most of all, that the recognition process is real-time. In order to fully understand the capabilities of the proposed method, the approach has been implemented and tested in a virtual environment. Several experimental results are also provided and discussed.en
dc.format8 s.cs
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencycs
dc.relation.ispartofseriesJournal of WSCGen
dc.rights© Václav Skala - UNION Agencycs
dc.subjectrozpoznávání pohybucs
dc.subjectreal-time rozpoznávánícs
dc.subjectanalýza hlavních komponentcs
dc.titleRecognizing human motion using eigensequencesen
dc.typearticleen
dc.typečlánekcs
dc.rights.accessopenAccessen
dc.type.versionpublishedVersionen
dc.subject.translatedmotion recognitionen
dc.subject.translatedreal-time recognitionen
dc.subject.translatedprincipal component analysisen
dc.type.statusPeer-revieweden
Vyskytuje se v kolekcích:Volume 15, number 1-3 (2007)

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