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IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2
Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models
Breckenridge, Colorado
January 05-January 07
ISBN: 0-7695-2271-8
ASCII Text
x 
 
Pradit Mittrapiyanuruk, Guilherme N. DeSouza, Avinash C. Kak, "Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models," Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on, vol. 2, pp. 90-95, IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2, 2005.
 
 
BibTex
x
 
@article{ 10.1109/ACVMOT.2005.15,
author = {Pradit Mittrapiyanuruk and Guilherme N. DeSouza and Avinash C. Kak},
title = {Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models},
journal ={Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on},
volume = {2},
year = {2005},
isbn = {0-7695-2271-8},
pages = {90-95},
doi = {http://doi.ieeecomputersociety.org/10.1109/ACVMOT.2005.15},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on
TI - Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models
SN - 0-7695-2271-8
SP90
EP95
A1 - Pradit Mittrapiyanuruk,
A1 - Guilherme N. DeSouza,
A1 - Avinash C. Kak,
PY - 2005
KW - null
VL - 2
JA - Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on
ER -
 
Pradit Mittrapiyanuruk, Purdue Univerisy, USA
Guilherme N. DeSouza, The University of Western Australia
Avinash C. Kak, Purdue Univerisy, USA
In this paper we present a new method for tracking rigid objects using a modified version of the Active Appearance Model. Unlike most of the other appearance-based methods in the literature, our method allows for both partial and self occlusion of the objects. We use ground-truth to demonstrate the accuracy of our tracking algorithm. We show that our method can be applied to track moving objects over wide variations in position and orientation of the object - one meter in translation and 140 degrees in rotation - with an accuracy of a few millimeters.
Citation:
Pradit Mittrapiyanuruk, Guilherme N. DeSouza, Avinash C. Kak, "Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models," wacv-motion, vol. 2, pp.90-95, IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2, 2005
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