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基于NSCT的遥感图像融合性能评价及分析

Performance Evaluation and Analysis of Remote Sensing Image Fusion Based on Non-Subsampled Contourlet Transform

中文摘要英文摘要

为了寻求比小波变换更加有效的图像多分辨率分析,本文提出了一种基于非采样Contourlet变换(NSCT)和区域特性选择的遥感图像融合方法,并对NSCT在遥感图像融合中的性能及计算复杂性进行了深入分析。通过与离散小波变换(DWT)和采样的Contourlet变换(CT)的对比融合实验,结果表明,基于NSCT的融合方法计算复杂性较DWT明显提高,取得的融合效果更好。

In order to find out the more effective multi-resolution analysis method , a novel fusion strategy used the region-based selection operator based on non-subsampled contourlet transform is presented, and do a thorough research on the performance appraisal and computational complexity analysis of remote sensing image fusion based on non-subsampled contourlet transform, at the same time. In the experiments we compared this strategy with discrete wavelet transform (DWT) and contourlet transform (CT). The experimental results show that the computational complexity of the fusion based on non-subsampled contourlet transform (NSCT) obviously improve than DWT, but it can achieve the best fusion performance.

徐立中、王慧斌、黄凤辰、马艳军

遥感技术

遥感图像融合非采样Contourlet变换区域特性选择性能评价

remotely sensed image fusionnon-subsampled contourlet transformregion-based selectionfusion performance evaluation

徐立中,王慧斌,黄凤辰,马艳军.基于NSCT的遥感图像融合性能评价及分析[EB/OL].(2009-02-05)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/200902-94.点此复制

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