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| 基于正交多项式变换的图像融合算法 | |
| 引用本文： | 徐杰锋,李爱国,覃征. 基于正交多项式变换的图像融合算法[J]. 微电子学与计算机, 2006, 23(11): 93-95 |
| 作者姓名： | 徐杰锋 李爱国 覃征 |
| 作者单位： | 1. 西安交通大学,计算机技术系,陕西,西安,710049;胜利油田信息中心,山东,东营,257000 2. 西安科技大学,计算机系,陕西,西安,710054 3. 西安交通大学,计算机技术系,陕西,西安,710049 |
| 摘 要： | 将1维的OPT推广为2维OPT,在此基础上提出了一种基于正交多项式变换的图像融合算法.正交多项式变换将图像的主要特征映射到时域特征空间,而将图像的细节特征映射为白噪声.融合处理在特征空间中进行.实验结果表明,在降噪方面该算法优于离散小波变换方法、拉普拉斯金字塔方法和Morphological金字塔方法. |
| 关 键 词： | 图像融合 正交多项式变换 图像处理 |
| 文章编号： | 1000-7180（2006）11-0093-03 |
| 收稿时间： | 2005-09-25 |
| 修稿时间： | 2005-09-25 |
Image Fusion Algorithm Based on Orthogonal Polynomial Transform |
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| XU Jie-feng,LI Ai-guo,QIN Zheng. Image Fusion Algorithm Based on Orthogonal Polynomial Transform[J]. Microelectronics & Computer, 2006, 23(11): 93-95 | |
| Authors: | XU Jie-feng LI Ai-guo QIN Zheng |
| Abstract: | 2-dimmension OPT (Orthogonal Polynomial Transform) is derived in this paper. An image fusion algorithm is then presented based on OPT. The main features of fused images are transformed into a time domain space, called feature space that is spanned by an orthogonal polynomial base, and the details of the images are transformed to white noises by means of OPT. Fusion process can be performed in the feature space. The experimental results demonstrated that the performance of proposed algorithm is superior to that of image fusion algorithms based on discrete wavelet transform, Laplacian pyramid, and Morphological pyramid respectively. |
| Keywords: | Image fusion Orthogonal polynomial transform Image process |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |