A Novel Image Fusion Approach Based on Rough Set and Wavelet Analysis

Abstract:

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The goal of image fusion is to combine a high-quality image from multi-image about the same object. The paper presents an image fusion scheme based on wavelet transform and rough set. Firstly, the two images are decomposed by orthogonal wavelet; the image’s wavelet coefficients are got. Comparing with the two image’s wavelet coefficients, wavelet coefficients’ matrix is composed of maximum absolute value, the fused image is obtained by the inverse wavelet transform. The last section of the paper verifies the method by experiment and gets the good experimental results.

Info:

Periodical:

Key Engineering Materials (Volumes 439-440)

Edited by:

Yanwen Wu

Pages:

1069-1074

DOI:

10.4028/www.scientific.net/KEM.439-440.1069

Citation:

Z. Y. Zhu "A Novel Image Fusion Approach Based on Rough Set and Wavelet Analysis ", Key Engineering Materials, Vols. 439-440, pp. 1069-1074, 2010

Online since:

June 2010

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Price:

$35.00

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