International Journal of Internet, Broadcasting and Communication
- Volume 7 Issue 1
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- Pages.36-41
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- 2015
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- 2288-4920(pISSN)
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- 2288-4939(eISSN)
DOI QR Code
Wavelet Transform based Image Registration using MCDT Method for Multi-Image
- Lee, Choel (Department of Mechatronics, Inhatechnical Collage) ;
- Lee, Jungsuk (Department of Mechatronics, Inhatechnical Collage) ;
- Jung, Kyedong (Department of Culture, Kwangwoon University) ;
- Lee, Jong-Yong (Department of Culture, Kwangwoon University)
- Received : 2015.01.07
- Accepted : 2015.02.06
- Published : 2015.02.28
Abstract
This paper is proposed a wavelet-based MCDT(Mask Coefficient Differential and Threshold) method of image registration of Multi-images contaminated with visible image and infrared image. The method for ensure reliability of the image registration is to the increase statistical corelation as getting the common feature points between two images. The method of threshold the wavelet coefficients using derivatives of the wavelet coefficients of the detail subbands was proposed to effectively registration images with distortion. And it can define that the edge map. Particularly, in order to increase statistical corelation the method of the normalized mutual information. as similarity measure common feature between two images was selected. The proposed method is totally verified by comparing with the several other multi-image and the proposed image registration.
Keywords
- MCDT Method;
- Multi-Image;
- Image Enhancement;
- Image Registration;
- Image Fusion;
- Statistical Correlation;
- Normalized Mutual Information;
- Wavelet Transform;
- Edge;
- JPEG2000