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Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05)
Detecting Cylinders in 3D Range Data Using Model Selection Criteria
Ottawa, Ontario, Canada
June 13-June 16
ISBN: 0-7695-2327-7
ASCII Text
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Niloofar Gheissari, Alireza Bab-Hadiashar, "Detecting Cylinders in 3D Range Data Using Model Selection Criteria," 3D Digital Imaging and Modeling, International Conference on, pp. 158-163, Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05), 2005.
 
 
BibTex
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@article{ 10.1109/3DIM.2005.30,
author = {Niloofar Gheissari and Alireza Bab-Hadiashar},
title = {Detecting Cylinders in 3D Range Data Using Model Selection Criteria},
journal ={3D Digital Imaging and Modeling, International Conference on},
volume = {0},
year = {2005},
issn = {1550-6185},
pages = {158-163},
doi = {http://doi.ieeecomputersociety.org/10.1109/3DIM.2005.30},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - 3D Digital Imaging and Modeling, International Conference on
TI - Detecting Cylinders in 3D Range Data Using Model Selection Criteria
SN - 1550-6185
SP158
EP163
A1 - Niloofar Gheissari,
A1 - Alireza Bab-Hadiashar,
PY - 2005
KW - null
VL - 0
JA - 3D Digital Imaging and Modeling, International Conference on
ER -
 
Niloofar Gheissari, Swinburne University of Technology
Alireza Bab-Hadiashar, Swinburne University of Technology
In this paper, we use a model selection criterion to decide whether two cylinders should be merged as a single cylinder or they should be left separated. We compare and evaluate an extensive number of different model selection criteria for this purpose and examine which factors can affect their performance. We conclude that SSC, GIC, MCAIC and CAIC have a better performance (for this particular application) compared to the other criteria.
Citation:
Niloofar Gheissari, Alireza Bab-Hadiashar, "Detecting Cylinders in 3D Range Data Using Model Selection Criteria," 3dim, pp.158-163, Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05), 2005
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