DocumentCode
436864
Title
Detecting cylinders in 3D range data using model selection criteria
Author
Gheissari, Niloofar ; Bab-Hadiashar, Alireza
Author_Institution
Fac. of Eng. & Ind. Sci., Swinburne Univ. of Technol., Hawthorn, Vic., Australia
fYear
2005
fDate
13-16 June 2005
Firstpage
158
Lastpage
163
Abstract
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.
Keywords
image processing; 3D range data; cylinder detection; model selection criteria; Application software; Australia; Computer vision; Digital images; Engine cylinders; Mathematical model; Predictive models; Surface fitting;
fLanguage
English
Publisher
ieee
Conference_Titel
3-D Digital Imaging and Modeling, 2005. 3DIM 2005. Fifth International Conference on
ISSN
1550-6185
Print_ISBN
0-7695-2327-7
Type
conf
DOI
10.1109/3DIM.2005.30
Filename
1443241
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