| 象素级图像融合方法与选择 |
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| 引用本文： | 姜庆娟,谭景信. 象素级图像融合方法与选择[J]. 计算机工程与应用, 2003, 39(25): 116-120 |
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| 作者姓名： | 姜庆娟 谭景信 |
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| 作者单位： | 华北计算技术研究所指挥自动化室,北京,100083 |
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| 摘 要： | 首先介绍了图像融合技术的概念,然后对象素级图像融合技术的几种常用方法进行了详细说明,包括PCA变换,HIS变换,HPF变换,神经网络,图像金字塔,小波变换等。并介绍了融合结果的几个评价参数。最后,根据不同类型图像的特点和应用的需要,详细分析了图像融合方法的选择。
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| 关 键 词： | 图像融合 PCA变换 HIS变换 HPF变换 图像金字塔 小波变换 |
| 文章编号： | 1002-8331-(2003)25-0116-05 |
| 修稿时间： | 2002-07-01 |
The Methods of the Pixel Level Image Fusion and the Choice of the Methods |
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| Jiang Qingjuan Tan Jingxin. The Methods of the Pixel Level Image Fusion and the Choice of the Methods[J]. Computer Engineering and Applications, 2003, 39(25): 116-120 |
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| Authors: | Jiang Qingjuan Tan Jingxin |
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| Abstract: | This paper first introduces the concept of the data fusion technology,then explains several methods of the pixel level image fusion technology in common use,including PCA transform,HIS transform,HPF transform,artificial neural networks,image pyramids,wavelet transform,etc.And the paper introduces some evaluation parameters for the fusion result.At the end,according to the characteristics of the different type of the images and the need of application,the paper explains the choice of the image fusion methods in detail. |
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| Keywords: | image fusion PCA transform HIS transform HPF transform image pyramids wavelet transform |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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