| 基于Contourlet变换和仿生模式识别的纹理图像识别方法 |
| |
| 引用本文： | 蒋加伏,邹红梅.基于Contourlet变换和仿生模式识别的纹理图像识别方法[J].计算机工程与科学,2010,32(1):60-63. |
| |
| 作者姓名： | 蒋加伏 邹红梅 |
| |
| 作者单位： | 长沙理工大学计算机与信息工程学院,湖南,长沙,410076 |
| |
| 基金项目： | 湖南省自然科学基金资助项目(06JJ50109) |
| |
| 摘 要： | 纹理图像的分类是目前一个非常活跃的研究课题。针对现有纹理图像分类算法的局限性,本文提出了一种基于Contourlet变换和仿生模式识别方法的纹理图像识别算法。首先应用Contourlet变换获得能量特征的方法提取能量特征,进而利用仿生模式识别算法实现对纹理图像的识别。采用Vistex纹理库数据进行仿真实验,结果表明:与传统的分类方法相比,利用Contourlet变换和仿生模式识别结合进行纹理图像的识别能获得更高的正确率和速度,最佳正确率可达100%。
|
| 关 键 词： | 纹理图像 Contourlet变换 仿生模式识别 |
| 收稿时间： | 2008-10-22 |
| 修稿时间： | 2008-12-03 |
A Texture Image Recognition Method Based on the Contourlet Transform and Biomimetic Pattern Recognition |
| |
| JIANG Jia-fu,ZOU Hong-mei.A Texture Image Recognition Method Based on the Contourlet Transform and Biomimetic Pattern Recognition[J].Computer Engineering & Science,2010,32(1):60-63. |
| |
| Authors: | JIANG Jia-fu ZOU Hong-mei |
| |
| Affiliation: | School of Computer and Communication Engineering/a>;Changsha University of Science and Technology/a>;Changsha 410076/a>;China |
| |
| Abstract: | Texture image classification is a very hot research topic. A texture image classification method based on the Contourlet Transform (CF) and Biomimetic Pattern Recognition (BPR) is proposed while introducing some prevailing classification methods. In this method,the Contourlet Tranform that obtains the inner characteristics of images is applied to extract the energy feature,and then the texture images are recognized using the BPR algorithm. The Vistex image database is used in the simulation experiment. The ... |
| |
| Keywords: | texture image Contourlet transform biomimetic pattern recognition |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《计算机工程与科学》浏览原始摘要信息 |
|
点击此处可从《计算机工程与科学》下载全文 |
