Infrared Image Multi-Scale Recognition Based on Gabor Wavelet

Abstract:

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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.

Info:

Periodical:

Edited by:

Zhenyu Du and Bin Liu

Pages:

1163-1167

DOI:

10.4028/www.scientific.net/AMM.26-28.1163

Citation:

H. B. Wang and G. C. Sheng, "Infrared Image Multi-Scale Recognition Based on Gabor Wavelet", Applied Mechanics and Materials, Vols. 26-28, pp. 1163-1167, 2010

Online since:

June 2010

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Price:

$35.00

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