Multiview 3D Tracking with an Incrementally Constructed 3D Model
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A00124929" target="_blank" >RIV/68407700:21230/06:00124929 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/3DPVT.2006.101" target="_blank" >http://dx.doi.org/10.1109/3DPVT.2006.101</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/3DPVT.2006.101" target="_blank" >10.1109/3DPVT.2006.101</a>
Alternative languages
Result language
angličtina
Original language name
Multiview 3D Tracking with an Incrementally Constructed 3D Model
Original language description
A novel object representation for tracking is proposed. The tracked object is represented as a constellation of spatially localised linear predictors which are learned on a single training image. In the learning stage, sets of pixels whose intensities allow for optimal least square predictions of the transformations are selected as a support of the linear predictor. The approach comprises three contributions: learning object specific linear predictors, explicitly dealing with the predictor precision - computational complexity trade-off and selecting a view-specific set of predictors suitable for global object motion estimate. Robustness to occlusion is achieved by RANSAC procedure. The learned tracker is very efficient, achieving frame rate generally higher than 30 frames per second despite the Matlab implementation.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Third International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT)
ISBN
978-0-7695-2825-0
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
488-495
Publisher name
IEEE
Place of publication
Piscataway
Event location
Chapel Hill, NC
Event date
Jun 14, 2006
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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