| 面向MATLAB神经网络工具箱的图象数据融合算法及实现 |
| |
| 引用本文： | 吴秀清,徐云翔,周蓉.面向MATLAB神经网络工具箱的图象数据融合算法及实现[J].计算机工程,2000,26(4):16-17,80. |
| |
| 作者姓名： | 吴秀清 徐云翔 周蓉 |
| |
| 作者单位： | 中国科学技术大学电子工程与信息科学系,合肥,230027 |
| |
| 摘 要： | 采用了ＢＰ神经网络对某岛屿的５幅不同波段的ＳＡＲ图象进行融合处理，以便能够获得更为清楚的图象。因神网络的运算涉及大量的矩阵运算，所以采用了ＭＡＴＬＡＢ这一平台来构造ＢＰ神经网络，取得了良好的效果。实验表明，采用的ＢＰ神经网络的图象数据融合的算法及程序设计是有效的，并有广泛适用性。
|
| 关 键 词： | 数据融合 MATLAB 神经网络 多传感器 算法 |
Algorithm and Implementation of Image Data Fusion by the Neural Network Tools in MATLAB |
| |
| Wu Xiuqing,Xu Yunxiang,Zhou Rong.Algorithm and Implementation of Image Data Fusion by the Neural Network Tools in MATLAB[J].Computer Engineering,2000,26(4):16-17,80. |
| |
| Authors: | Wu Xiuqing Xu Yunxiang Zhou Rong |
| |
| Abstract: | The paper represents the data fusion from five SAR images of different wavebands to produce one better image by BP neural network. In order to calculate a mass of matrix Operations of network, the MATLAB is used and the better results are obtained. The implementation shows that the algorithm of image data fusion in the paper is effective and has universality. |
| |
| Keywords: | Data fusion BP neural network MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
