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dc.contributor.authorTan, Cheen-Hauen
dc.contributor.authorHou, JunHuien
dc.contributor.authorChau, Lap-Puien
dc.identifier.citationTan, C.-H., Hou, J., & Chau, L.-P. Motion capture data recovery using skeleton constrained singular value thresholding. The visual computer.en
dc.description.abstractMotion capture data could be missing due to imperfections during the acquisition process. Singular Value Thresholding is an effective method to recover missing motion capture data. However, its effectiveness decreases significantly when markers are missing for longer periods of time. To alleviate this problem, we utilize the fact that human bones are rigid to constrain inter-marker distances of specific sets of markers. We extend the Singular Value Thresholding method for mocap recovery to include skeleton constraints. On average, our proposed method improves on the Singular Value Thresholding method by 40%, and performs 4% better than a recent state of the art method at up to 11 times faster computation time.en
dc.format.extent10 p.en
dc.relation.ispartofseriesThe visual computeren
dc.rights© 2014 Springer-Verlag Berlin Heidelberg. This is the author created version of a work that has been peer reviewed and accepted for publication by The Visual Computer, Springer-Verlag Berlin Heidelberg. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [Article DOI:].en
dc.subjectDRNTU::Engineering::Computer science and engineering::Dataen
dc.titleMotion capture data recovery using skeleton constrained singular value thresholdingen
dc.typeJournal Articleen
dc.contributor.schoolSchool of Electrical and Electronic Engineeringen
dc.description.versionAccepted versionen
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