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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
Visual Tracking of Multiple Objects with Automatic Motion Model Switching
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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P. Tissainayagam, D. Suter, "Visual Tracking of Multiple Objects with Automatic Motion Model Switching," Pattern Recognition, International Conference on, vol. 3, pp. 7146, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.903745,
author = {P. Tissainayagam and D. Suter},
title = {Visual Tracking of Multiple Objects with Automatic Motion Model Switching},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2000},
isbn = {0-7695-0750-6},
pages = {7146},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903745},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Visual Tracking of Multiple Objects with Automatic Motion Model Switching
SN - 0-7695-0750-6
SP
EP
A1 - P. Tissainayagam,
A1 - D. Suter,
PY - 2000
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
P. Tissainayagam, Monash University
D. Suter, Monash University
In this paper, we present an efficient contour-tracking algorithm, which can track 2D silhouettes of multiple objects in extended image sequences captured by a static camera. We represent contours using cubic B-splines, and our tracking algorithm is based on tracking a lower dimensional shape-space. The tracker is coupled with a multiple model-filtering algorithm, which caters for objects that move with variable motion. The model based technique we provide is capable of tracking rigid and non-rigid object contours with good accuracy.
Citation:
P. Tissainayagam, D. Suter, "Visual Tracking of Multiple Objects with Automatic Motion Model Switching," icpr, vol. 3, pp.7146, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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