Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform
There is significant difference in the imaging features of infrared image and color image, but their fusion images also have very good complementary information. In this paper, based on the characteristics of infrared image and color image, first of all, wavelet transform is applied to the luminance...
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IFSA Publishing, S.L.
2014-06-01
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Online Access: | http://www.sensorsportal.com/HTML/DIGEST/june_2014/Vol_172/P_2137.pdf |
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doaj-0b1559c8b04743e997cdf886af0beace2020-11-24T22:43:51ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792014-06-011726284289Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform Zhao Rentao0 Wang Youyu1 Li Huade2Tie Jun3School of Automation and Electrical Engineering, University of Science & Technology Beijing, Beijing, China North China University of Technology, Beijing, ChinaSchool of Automation and Electrical Engineering, University of Science & Technology Beijing, Beijing, China North China University of Technology, Beijing, ChinaThere is significant difference in the imaging features of infrared image and color image, but their fusion images also have very good complementary information. In this paper, based on the characteristics of infrared image and color image, first of all, wavelet transform is applied to the luminance component of the infrared image and color image. In multi resolution the relevant regional variance is regarded as the activity measure, relevant regional variance ratio as the matching measure, and the fusion image is enhanced in the process of integration, thus getting the fused images by final synthesis module and multi-resolution inverse transform. The experimental results show that the fusion image obtained by the method proposed in this paper is better than the other methods in keeping the useful information of the original infrared image and the color information of the original color image. In addition, the fusion image has stronger adaptability and better visual effect.http://www.sensorsportal.com/HTML/DIGEST/june_2014/Vol_172/P_2137.pdfInfrared imageColor imageImage fusionWavelet transform. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhao Rentao Wang Youyu Li Huade Tie Jun |
spellingShingle |
Zhao Rentao Wang Youyu Li Huade Tie Jun Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform Sensors & Transducers Infrared image Color image Image fusion Wavelet transform. |
author_facet |
Zhao Rentao Wang Youyu Li Huade Tie Jun |
author_sort |
Zhao Rentao |
title |
Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform |
title_short |
Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform |
title_full |
Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform |
title_fullStr |
Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform |
title_full_unstemmed |
Research on Methods of Infrared and Color Image Fusion Based on Wavelet Transform |
title_sort |
research on methods of infrared and color image fusion based on wavelet transform |
publisher |
IFSA Publishing, S.L. |
series |
Sensors & Transducers |
issn |
2306-8515 1726-5479 |
publishDate |
2014-06-01 |
description |
There is significant difference in the imaging features of infrared image and color image, but their fusion images also have very good complementary information. In this paper, based on the characteristics of infrared image and color image, first of all, wavelet transform is applied to the luminance component of the infrared image and color image. In multi resolution the relevant regional variance is regarded as the activity measure, relevant regional variance ratio as the matching measure, and the fusion image is enhanced in the process of integration, thus getting the fused images by final synthesis module and multi-resolution inverse transform. The experimental results show that the fusion image obtained by the method proposed in this paper is better than the other methods in keeping the useful information of the original infrared image and the color information of the original color image. In addition, the fusion image has stronger adaptability and better visual effect. |
topic |
Infrared image Color image Image fusion Wavelet transform. |
url |
http://www.sensorsportal.com/HTML/DIGEST/june_2014/Vol_172/P_2137.pdf |
work_keys_str_mv |
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