REPRESENTATION AND DESCRIPTION OF CARPET PATTERNS USING WAVELET AND FOURIER–MELLIN TRANSFORMS

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KHODAKARAMI SERENJEGEH M.; KABIR E.

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Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2013 | Volume:3 | Issue:4 Page(s): 27-38

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Title

REPRESENTATION AND DESCRIPTION OF CARPET PATTERNS USING WAVELET AND FOURIER–MELLIN TRANSFORMS

Author(s)

KHODAKARAMI SERENJEGEH M. | KABIR E. | Issue Writer Certificate

Keywords

CARPET’S FLOWERQ3

RUGQ2

WAVELET TRANSFORMQ3

FOURIER-MELLIN TRANSFORMQ2

INVARIANT FEATURESQ3

BINARY IMAGEQ3

Abstract

In this paper, we study the description and the representation of CARPET’S FLOWERs. The available CARPET’S FLOWERs set are classified in 14 classes. Since flowers have rotation, scale change and transition, the desirable descriptor should be invariant to this change. In this research we use wavelet descriptor and Fourier-Mellin descriptor. In wavelet descriptor uses the standard deviation of sub-bands. We recognize flowers to evaluate the used descriptors. The nearest neighbor method was used for the recognition and that highest recognition rate was obtained by the manhattan distance criterion. Some flowers segregated with inner details and considered in this research. For a method that is done according to the flower’s Contour and Fourier descriptor, the reported recognition rate is 69.4%, but in Fourier-Mellin method that considers the inner details also, the recognition rate is 81.5%.

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APA: Copy

KHODAKARAMI SERENJEGEH, M., & KABIR, E.. (2013). REPRESENTATION AND DESCRIPTION OF CARPET PATTERNS USING WAVELET AND FOURIER–MELLIN TRANSFORMS. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), 3(4), 27-38. SID. https://sid.ir/paper/203075/en

Vancouver: Copy

KHODAKARAMI SERENJEGEH M., KABIR E.. REPRESENTATION AND DESCRIPTION OF CARPET PATTERNS USING WAVELET AND FOURIER–MELLIN TRANSFORMS. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING)[Internet]. 2013;3(4):27-38. Available from: https://sid.ir/paper/203075/en

IEEE: Copy

M. KHODAKARAMI SERENJEGEH, and E. KABIR, “REPRESENTATION AND DESCRIPTION OF CARPET PATTERNS USING WAVELET AND FOURIER–MELLIN TRANSFORMS,” COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), vol. 3, no. 4, pp. 27–38, 2013, [Online]. Available: https://sid.ir/paper/203075/en

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