Comparison of Different-Image Fusion Techniques in Wavelet Domain

H. Mishra, Sumit Kumar Jha, Amit Dhawan, Manish Tiwari
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Abstract

This paper reviews comparison of different image fusion methods in transform domain. Image fusion is defined as a process of fetching up entire relevant information through multiple photographs and integrating into a single image. This combined image has all the relevant information and is more accurate and informative than any of the original images. The key objective of image fusion is to create a one photograph through all the pertinent data from many images. Hence, compared to any previous photograph, the current one provides a more precise illustration of the arena. The fused picture become more useful and has wide range of application in different areas, so fusion of image is very necessary to find minute information which is present on different picture. The purpose of this paper is to create fused images based on different image fusion techniques and compare the results. Additionally, this paper also provides measurements of quality of the fused images by using two quality indicators namely Peak Signal to Noise Ratio (PSNR), and Mean Square Error (MSE).
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小波域不同图像融合技术的比较
本文综述了变换域中不同图像融合方法的比较。图像融合是指从多幅图像中提取全部相关信息并整合到一张图像中的过程。合并后的图像包含所有相关信息,比任何原始图像都更准确,信息更丰富。图像融合的关键目标是通过多幅图像的所有相关数据生成一张照片。因此,与之前的任何照片相比,当前的照片提供了一个更精确的竞技场说明。融合后的图像越来越有用,在不同的领域有着广泛的应用,因此图像融合对于发现不同图像上存在的微小信息是非常必要的。本文的目的是基于不同的图像融合技术创建融合图像,并比较结果。此外,本文还通过峰值信噪比(PSNR)和均方误差(MSE)两个质量指标来测量融合图像的质量。
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