用MATLAB实现图像融合算法(LAPLACIAN PYRAMID)

M. Pradeep
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引用次数: 20

摘要

提出了一种实现图像融合的方法——拉普拉斯金字塔算法。该技术实现了一种模式选择的图像融合方法。其基本思想是对每个源图像进行金字塔分解,最后通过反金字塔变换重建融合后的图像。它提供了分辨率、信噪比和像素大小等优势。图像融合的目的除了减少数据量外,还在于创建更适合人/机器感知目的的新图像,并用于遥感和医学成像等应用中的进一步图像处理任务,如分割、目标检测或目标识别。最后,基于该技术从融合金字塔重建融合图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of image fusion algorithm using MATLAB (LAPLACIAN PYRAMID)
This paper represents a approach to implement image fusion algorithm ie LAPLACIAN PYRAMID. In this technique implements a pattern selective approach to image fusion. The basic idea is to perform a pyramid decomposition on each source image and finally reconstruct the fused image by performing an inverse pyramid transform. It offers benefits like resolution, S/N ratio and pixel size. The aim of image fusion, apart from reducing the amount of data, is to create new images that are more suitable for the purposes of human/machine perception, and for further image-processing tasks such as segmentation, object detection or target recognition in applications such as remote sensing and medical imaging Based on this technique finally it reconstructs the fused image from the fused pyramid.
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