| dc.contributor.author | Rathi, Yogesh | |
| dc.contributor.author | Dambreville, Samuel | |
| dc.contributor.author | Tannenbaum, Allen R. | |
| dc.date.accessioned | 2009-07-06T17:01:02Z | |
| dc.date.available | 2009-07-06T17:01:02Z | |
| dc.date.issued | 2006-09 | |
| dc.identifier.citation | Yogesh 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) 886-897 | en |
| dc.identifier.isbn | 978-3-540-44891-4 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.uri | http://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_80 | en |
| dc.description | DOI: 10.1007/11867586_80 | |
| dc.description | Presented at ICIAR 2006, Third International Conference, Póvoa de Varzim, Portugal, September 18-20, 2006. | |
| dc.description.abstract | Tracking 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.iso | en_US | en |
| dc.publisher | Georgia Institute of Technology | en |
| dc.subject | Clutter | en |
| dc.subject | Kalman filters | en |
| dc.subject | Particle filters | en |
| dc.subject | Target tracking | en |
| dc.subject | Image recognition | en |
| dc.subject | Image analysis | en |
| dc.subject | Deformable bodies | en |
| dc.subject | Particle shape | en |
| dc.title | Particle Filtering with Dynamic Shape Priors | en |
| dc.type | Post-print | en |
| dc.contributor.corporatename | Georgia Institute of Technology. Dept. of Biomedical Engineering | |
| dc.contributor.corporatename | Emory University. Dept. of Biomedical Engineering | |
| dc.contributor.corporatename | Georgia Institute of Technology. School of Electrical and Computer Engineering | |
| dc.publisher.original | Springer Verlag | |
