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
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