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Infrared Image Multi-Scale Recognition Based on Gabor Wavelet

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Abstract:

The aim of this paper is to construct an image recongnition system based on Gabor wavelets for infrared image. An enhanced representation of the Gabor wavelets is proposed, in which the properties of Gaussian mask in Gabor wavelets is developed to enhance the envelope function, and simultaneously the parameters of the filter based on Gabor wavelets is designed depengding on the frequency response of the training images. Some experiments including infrared image recognitions are given. The good performances are verified through using the proposed scheme in this paper.

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Periodical:

Applied Mechanics and Materials (Volumes 26-28)

Pages:

1163-1167

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.26-28.1163

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Cite this paper

Online since:

June 2010

Authors:

Hong Bo Wang, Guo Cheng Sheng

Keywords:

Envelope Function, Gabor Wavelet, Image Recognition System, Parameter

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© 2010 Trans Tech Publications Ltd. All Rights Reserved

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References

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