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Title: | A geometric invariant shape descriptor based on the radon, fourier, and mellin transforms |
Authors: | Hoang T.V. Tabbone S. |
Keywords: | Fourier transform Geometric invariant regions-based shape descriptor Mellin transform Radon transform |
Issue Date: | 2010 |
Publisher: | Proceedings - International Conference on Pattern Recognition |
Citation: | Volume , Issue , Page 2085-2088 |
Abstract: | A new shape descriptor invariant to geometric transformation based on the Radon, Fourier, and Mellin transforms is proposed. The Radon transform converts the geometric transformation applied on a shape image into transformation in the columns and rows of the Radon image. Invariances to translation, rotation, and scaling are obtained by applying 1D Fourier-Mellin and Fourier transforms on the columns and rows of the shape's Radon image respectively. Experimental results on different datasets show the usefulness of the proposed shape descriptor. © 2010 IEEE. |
URI: | http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/12935 |
ISSN: | 10514651 |
Appears in Collections: | New - Articles of Universities of Vietnam from Scopus
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