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dc.contributor.authorRathi, Yogesh
dc.contributor.authorDambreville, Samuel
dc.contributor.authorTannenbaum, Allen R.
dc.date.accessioned2009-07-06T17:01:02Z
dc.date.available2009-07-06T17:01:02Z
dc.date.issued2006-09
dc.identifier.citationYogesh Rathi, Samuel Dambreville, Allen Tannenbaum, "Particle Filtering with Dynamic Shape Priors," International Conference on Image Analysis and Recognition: ICIAR (2006 : Póvoa de Varzim, Portugal), Lecture notes in computer science, Vol. 4141 (2006) 886-897en
dc.identifier.isbn978-3-540-44891-4
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/1853/28804
dc.description©2006 Springer. The original publication is available at www.springerlink.com: http://dx.doi.org/10.1007/11867586_80en
dc.descriptionDOI: 10.1007/11867586_80
dc.descriptionPresented at ICIAR 2006, Third International Conference, Póvoa de Varzim, Portugal, September 18-20, 2006.
dc.description.abstractTracking deforming objects involves estimating the global motion of the object and its local deformations as functions of time. Tracking algorithms using Kalman filters or particle filters have been proposed for tracking such objects, but these have limitations due to the lack of dynamic shape information. In this paper, we propose a novel method based on employing a locally linear embedding in order to incor- porate dynamic shape information into the particle filtering framework for tracking highly deformable objects in the presence of noise and clutter.en
dc.language.isoen_USen
dc.publisherGeorgia Institute of Technologyen
dc.subjectClutteren
dc.subjectKalman filtersen
dc.subjectParticle filtersen
dc.subjectTarget trackingen
dc.subjectImage recognitionen
dc.subjectImage analysisen
dc.subjectDeformable bodiesen
dc.subjectParticle shapeen
dc.titleParticle Filtering with Dynamic Shape Priorsen
dc.typePost-printen
dc.contributor.corporatenameGeorgia Institute of Technology. Dept. of Biomedical Engineering
dc.contributor.corporatenameEmory University. Dept. of Biomedical Engineering
dc.contributor.corporatenameGeorgia Institute of Technology. School of Electrical and Computer Engineering
dc.publisher.originalSpringer Verlag


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