Suppressing the cross terms of the Wigner Distribution with an adaptive frequency smoothing window
Zheng, Liying and Shi, Daming (2011) Suppressing the cross terms of the Wigner Distribution with an adaptive frequency smoothing window. In: Proceedings of the 2011 International Conference on Image Processing, Computer Vision and Pattern Recognition. Arabnia, Hamid R. and Deligiannidis, Leonidas and Schaefer, Gerald, eds. CSREA Press, pp. 881-886. ISBN 1601321899
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To extend the application of the fractional Fourier transform (FrFT) as well as to present an efficient method for analyzing texture images, a FrFT-based texture classification algorithm is proposed in this paper. 1-D local FrFTs along different orientations are designed to describe texture characteristics, while the minimum distance classifier with the χ2-static distance is adopted for classification. The superiority of the proposed method is examined and demonstrated through three groups of texture images.
|Item Type:||Book Section|
|Research Areas:||Middlesex University Schools and Centres > School of Science and Technology > Computer Science|
Middlesex University Schools and Centres > School of Science and Technology > Computer Science > Artificial Intelligence group
|Deposited On:||16 Feb 2012 06:37|
|Last Modified:||28 Nov 2014 17:41|
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