| 一种基于纹理信息和遗传神经网络的图像分割方法 |
| |
| 引用本文： | 陈佳娟,赵学笃,赵炬.一种基于纹理信息和遗传神经网络的图像分割方法[J].计算机工程,2002,28(9):86-87,164. |
| |
| 作者姓名： | 陈佳娟 赵学笃 赵炬 |
| |
| 作者单位： | 1. 吉林大学南岭校区生物与农业工程学院,长春,130025
2. 沈阳大学,沈阳,110044 |
| |
| 摘 要： | 提出了一种基于纹理信息和遗传神经网络的图像分割方法,根据分形理论构造了图像的一组分形纹理特征参量,利用遗传神经网络作为图像素的分类器,以此为基础对图像进行分割,分数维的计算采用改进的盒子计算法.试验表明,将该方法应用于生物医学图像,能够区分图像不同的纹理区域,达到满意的分割效果.
|
| 关 键 词： | 纹理信息 遗传神经网络 图像分割 图像处理 分形维数 |
| 文章编号： | 1000-3428(2002)09-0086-02 |
An Image Segmentation Algorithm Based on Genetic Neural Network and Texture Information |
| |
| CHEN Jiajuan,ZHAO Xuedu,ZHAO Ju.An Image Segmentation Algorithm Based on Genetic Neural Network and Texture Information[J].Computer Engineering,2002,28(9):86-87,164. |
| |
| Authors: | CHEN Jiajuan ZHAO Xuedu ZHAO Ju |
| |
| Affiliation: | CHEN Jiajuan1,ZHAO Xuedu1,ZHAO Ju2, |
| |
| Abstract: | In this paper, a segmentation method is proposed by using genetic neural network and texture information. According to the theory of fraction, a group of fraction texture character parameters is obtained, and a genetic neural network is designed for classifying pixels of image, then the segmentation of image is made by using the neural network. The modified box-counting method is used in estimating fraction dimension. Results of experiment show that the proposed method can segment different texture area of biomedicine image in a satisfactory way. |
| |
| Keywords: | Texture information Fraction dimension Genetic neural network Image segmentation Biomedicine image |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
