IJIRST (International Journal for Innovative Research in Science & Technology)ISSN (online) : 2349-6010

 International Journal for Innovative Research in Science & Technology

A New Collaborative Approach for Image Fusion using SWT-LP Algorithm


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International Journal for Innovative Research in Science & Technology
Volume 3 Issue - 6
Year of Publication : 2016
Authors : Meenu Goyal ; Sushil Kakkar

BibTeX:

@article{IJIRSTV3I6041,
     title={A New Collaborative Approach for Image Fusion using SWT-LP Algorithm},
     author={Meenu Goyal and Sushil Kakkar},
     journal={International Journal for Innovative Research in Science & Technology},
     volume={3},
     number={6},
     pages={94--99},
     year={},
     url={http://www.ijirst.org/articles/IJIRSTV3I6041.pdf},
     publisher={IJIRST (International Journal for Innovative Research in Science & Technology)},
}



Abstract:

Image Fusion is a process of attaining relevant information from the multiple images of same scene. More than one image is combined to form a single image which contains better description of the scene. Any of the individual input images are not capable in providing that much informative information which can only present through a fused image. Basic requirement of image fusion is for high resolution on panchromatic and multispectral images for better visibility. Image fusion process has used to remove the noise from the images. As noise can deteriorate the actual quality of the image thus it is required to remove noise from the acquired image. There are numerous methods of image fusion has introduced till now such as DCT, DWT, SF but due to the issues like quality degradation and edge preservation directs a new technique which is a combination of SWT and Laplacian pyramid Fusion. Experiments have been performed which shows that proposed technique has better efficiency as compare to traditional techniques.


Keywords:

Image Fusion, SWT, Laplacian Pyramid Fusion, Spatial Domain, Transform Domain


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