DocumentCode :
3375087
Title :
Using OPTFR-multiwavelet to improve the fusion of infrared and visible images
Author :
Li Chang-xing ; Bin, Zhang
Author_Institution :
Dept. of Appl. Math. & Phys., Xi´´an Inst. of Posts & Telecommun., Xi´´an, China
fYear :
2009
fDate :
19-21 Aug. 2009
Firstpage :
597
Lastpage :
601
Abstract :
An image fusion method based on OPTFR (optimum time-frequency resolution)- multiwavelets transform is presented. Firstly, multiscale decomposition of the source images is carried out with OPTFR-multiwavelets transform. The low- frequency components are fused with weighted average of energy, and the high frequency components are fused with weighted average of variance and operators proposed. Then the fused coefficients are reconstructed to obtain the fusion image. The experimental results show that the fused image obtained by the fusion scheme can hold spectrum information of the visible image as well as inherit object information of the infrared image, which is better than that of using the Laplacian pyramid transform, the orthogonal multiwavelets transform and the Contourlet transform.
Keywords :
image fusion; image reconstruction; image resolution; infrared imaging; spectral analysis; time-frequency analysis; wavelet transforms; OPTFR-multiwavelet transform; image reconstruction; infrared image fusion method; multiscale source image decomposition; optimum time-frequency resolution; spectrum information; visible image; Discrete wavelet transforms; Energy resolution; Frequency; Humans; Image fusion; Image reconstruction; Infrared imaging; Laplace equations; Signal resolution; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Aided Design and Computer Graphics, 2009. CAD/Graphics '09. 11th IEEE International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4244-3699-6
Electronic_ISBN :
978-1-4244-3701-6
Type :
conf
DOI :
10.1109/CADCG.2009.5246831
Filename :
5246831
Link To Document :
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