基于小波的图像融合技术

P. M. Pradnya, D. Sachin
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引用次数: 39

摘要

图像融合是将两幅或多幅图像合并成一幅图像的过程,其中保留了每幅图像的重要特征。融合是许多不同领域的重要技术,如遥感、机器人和医疗应用。图像融合的结果是一个更适合人类和机器感知或进一步的图像处理任务的单一图像。为了证明图像的几何分辨率,提出了基于小波变换的图像融合算法,该算法首先将待处理的两幅图像分解成子图像,然后根据一定的准则对这些子图像进行信息处理,最后将这些子图像重构成信息丰富的结果图像。本文实现了三种基于小波变换的图像融合方法。并对结果进行了比较,找到了最佳方法。
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Wavelet based image fusion techniques
The fusion of images is the process of combining two or more images into a single image retaining important features from each. Fusion is an important technique within many disparate fields such as remote sensing, robotics and medical applications. The result of image fusion is a single image which is more suitable for human and machine perception or further image-processing tasks. The image fusion algorithm based on wavelet transform is proposed to prove the geometric resolution of the images, in which two images to be processed are firstly decomposed into sub images and then the information is performed using these images under the certain criteria and finally these sub images are reconstructed into result image with plentiful information. In this paper three different image fusion methods based wavelet transform are implemented. And the results are compared and best method is found.
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