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Volume & Issue no: Volume 3, Issue 5, September - October 2014

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Title:
PERFORMANCE EVALUAIOTN OF INTEGRATED DHE, PCA & MAX-DCT BASED DIGITAL IMAGE FUSION
Author Name:
Shivdeep kaur, Dr. Rajiv Mahajan
Abstract:
Abstract In this paper, a survey on the different image fusion techniques is presented. Image fusion is a method to combine the related information from a set of images into a single image where the resultant fused image will be having more information in image. It is found from the survey that vast majority of current researchers have ignored portion of the popular issues of vision processing like image de-noising, image enhancement, and image restoration. So to overcome these problems, we also devised a new algorithm in this paper. This algorithm introduces an efficient approach for fusion of multi-focus images based on variance evaluated in discrete cosine transform domain. This paper has proposed another method which will integrate the PCA, Max-DCT and dynamic histogram equalization to improve the outcome further. We have implemented the proposed algorithm in MATLAB using image processing toolbox. From the experimental results, it is proved that the proposed algorithm outperforms over the accessible methods. Index Terms:- Image fusion, Multi-focus, Visual Sensor, DCT, and PCA.
Cite this article:
Shivdeep kaur, Dr. Rajiv Mahajan , " PERFORMANCE EVALUAIOTN OF INTEGRATED DHE, PCA & MAX-DCT BASED DIGITAL IMAGE FUSION" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) , Volume 3, Issue 5, September - October 2014 , pp. 001-008 , ISSN 2278-6856.
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