Research Article
Article:Fusion of fingerprint and face by using DWT and SIFT
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 2 - Issue 5 |
| Published: June 2010 |
| Authors: Shekhar Karanwal, Davendra Kumar, Rohit Maurya |
10.5120/664-932
|
Shekhar Karanwal, Davendra Kumar, Rohit Maurya . Article:Fusion of fingerprint and face by using DWT and SIFT. International Journal of Computer Applications. 2, 5 (June 2010), 33-36. DOI=10.5120/664-932
@article{ 10.5120/664-932,
author = { Shekhar Karanwal,Davendra Kumar,Rohit Maurya },
title = { Article:Fusion of fingerprint and face by using DWT and SIFT },
journal = { International Journal of Computer Applications },
year = { 2010 },
volume = { 2 },
number = { 5 },
pages = { 33-36 },
doi = { 10.5120/664-932 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2010
%A Shekhar Karanwal
%A Davendra Kumar
%A Rohit Maurya
%T Article:Fusion of fingerprint and face by using DWT and SIFT%T
%J International Journal of Computer Applications
%V 2
%N 5
%P 33-36
%R 10.5120/664-932
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Image fusion is a process to combine information from multiple images of the same scene. The result of image fusion will be a new image which is more suitable for human and machine perception or further tasks of image processing such as image segmentation, feature extraction and object recognition. This paper explains DWT (Discrete Wavelet Transform) or we can say decomposition of two images, after decomposition, fusion of decomposition is carried out which produces a fused image and then SIFT features extracted from the fused image. After extracting SIFT features matching is performed. Experimental Results shows that proposed method produces 95% accuracy.
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