DocumentCode :
2033051
Title :
Image analysis by discrete radial Tchebichef moments
Author :
Li, Li ; Fu, Bo ; Xu, Wen ; Li, Bo ; Zhang, Guojun
Author_Institution :
Sch. of Electr. & Electron. Eng., Hubei Univ. of Technol., Wuhan, China
Volume :
2
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
569
Lastpage :
572
Abstract :
The feature extracted by the rotation invar -iants of radial Tchebichef moments could make the image analysis more effectively. However, the classical method adopted integral point sampling which has defects of too many sampling points in the centre of unit circle and insufficient samplings on the edge of the circle. It reduces the efficiency of feature extraction. In order to resolve this problem, we adopt Mukundan´s square-to-circular transformation to project square image to circle grids. By making the discrete radial Tchebichef polynomials orthogonal to discrete Fourier in circumferential direction, a kind of new discrete radial Tchebichef Fourier moments can be constructed. The experimental results show that the suggested method is better than Mukundan´s method as the size of image is large.
Keywords :
Fourier analysis; feature extraction; image processing; polynomials; sampling methods; Mukundan square-to-circular transformation; circumferential direction; discrete radial Tchebichef Fourier moments; discrete radial Tchebichef moments; discrete radial Tchebichef polynomials orthogonal; feature extraction; image analysis; integral point sampling; rotation invariant; Feature extraction; Image reconstruction; Mathematical model; PSNR; Pattern recognition; Polynomials; Discrete Radial Tchebichef Moments; Fourier transforms; PSNR; Tchebichef polynomials;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
Type :
conf
DOI :
10.1109/FSKD.2010.5569478
Filename :
5569478
Link To Document :
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