DocumentCode :
708678
Title :
Translation and scale invariants of three-dimensional Tchebichef moments
Author :
El Mallahi, Mosatafa ; Mesbah, Abderrahim ; Qjidaa, Hassan ; Zenkouar, Khalid ; El Fadili, Hakim
Author_Institution :
LESSI, Sidi Mohamed Ben Abdellah Univ., Fez, Morocco
fYear :
2015
fDate :
25-26 March 2015
Firstpage :
1
Lastpage :
5
Abstract :
Three-dimensional digital images are gaining more attention of image processing application and pattern classification. Discrete Tchebichef moments are usually used pattern classification in the field of image processing application and pattern classification. In this paper, we introduce three-dimensional translation and scale invariants of tree-dimensional Tchebichef moments. They are algebraically derived directly from Tchebichef moments. Simulated experiments using 3-D MRI head image are carried out to verify the validity of the proposed invariance.
Keywords :
image classification; 3D MRI head image; discrete Tchebichef moments; image processing application; pattern classification; three-dimensional Tchebichef moments; three-dimensional digital images; three-dimensional scale invariants; three-dimensional translation; Head; Image analysis; Magnetic resonance imaging; Pattern classification; Pattern recognition; Polynomials; Discrete orthogonal polynomials; Orthogonal moments; Scale invariance; Tchebichef moment invariants; Three-dimensional Tchebichef moments; Translation invariance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Computer Vision (ISCV), 2015
Conference_Location :
Fez
Print_ISBN :
978-1-4799-7510-5
Type :
conf
DOI :
10.1109/ISACV.2015.7106177
Filename :
7106177
Link To Document :
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