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18th International Conference on Pattern Recognition (ICPR'06) Volume 1
Optimal Cascade Construction for Detection using 3D Models
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Hon-Keat Pong, Tat-Jen Cham, "Optimal Cascade Construction for Detection using 3D Models," Pattern Recognition, International Conference on, vol. 1, pp. 808-811, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.908,
author = {Hon-Keat Pong and Tat-Jen Cham},
title = {Optimal Cascade Construction for Detection using 3D Models},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2006},
issn = {1051-4651},
pages = {808-811},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.908},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Optimal Cascade Construction for Detection using 3D Models
SN - 1051-4651
SP808
EP811
A1 - Hon-Keat Pong,
A1 - Tat-Jen Cham,
PY - 2006
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Hon-Keat Pong, Nanyang Technological University, Singapore
Tat-Jen Cham, Nanyang Technological University, Singapore
We describe a method for optimal construction of a detection cascade comprising 3D models of increasing levelof- detail (LOD). An LOD 3D model hierarchy of the target object is first generated. By analyzing detection performance of each individual model in the LOD hierarchy, an optimization framework that allows trade-off between speed and accuracy is formulated. The formulation allows models to be explicitly selected for inclusion in the final detection cascade while achieving optimal running time with respect to a target detection performance.
Citation:
Hon-Keat Pong, Tat-Jen Cham, "Optimal Cascade Construction for Detection using 3D Models," icpr, vol. 1, pp.808-811, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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