DocumentCode
1958480
Title
Image analysis of Bi-discrete radial Cosine transform
Author
Li, Bo ; Zhang, Guojun ; Fu, Bo ; Li, Li
Author_Institution
Sch. of Mech. Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Volume
5
fYear
2010
fDate
9-11 July 2010
Firstpage
170
Lastpage
174
Abstract
Cosine transform seldom applies to pattern and object recognition due to its poor capabilities in describing image and calculating efficiency. In order to resolve these problems, a Bi-discrete radial cosine transform is proposed. The new cosine transform has two particular properties. First it takes Mukundan´s square-to-circular transformation to project the square to the circle grids. Second different from classical radial orthogonal plane, a new discrete orthogonal polar plane is constructed by making the discrete cosine function orthogonal in radial direction to the discrete cosine function orthogonal in circumferential direction. Experimental results indicate that the proposed Cosine transform has good performance in image reconstruction and computing efficiency.
Keywords
discrete cosine transforms; image reconstruction; Mukundan square-to-circular transformation; bi-discrete radial cosine transform; circle grid; circumferential direction; classical radial orthogonal plane; discrete cosine function orthogonal; discrete orthogonal polar plane; image analysis; image reconstruction; object recognition; pattern recognition; Discrete cosine transforms; Image reconstruction; Bi-discrete Cosine transform; Fourier transform; Image analysis; Orthogonal moments;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-5537-9
Type
conf
DOI
10.1109/ICCSIT.2010.5565057
Filename
5565057
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