| 基于FART 网络与数据融合的图像增强和恢复 |
| |
| 引用本文： | 傅明,肖如良,唐贤瑛.基于FART 网络与数据融合的图像增强和恢复[J].吉首大学学报(自然科学版),2004,25(2):66-70. |
| |
| 作者姓名： | 傅明 肖如良 唐贤瑛 |
| |
| 作者单位： | ( 长沙交通学院计算机工程系, 湖南长沙 410076) |
| |
| 摘 要： | 为了有效地进行图像的增强和恢复处理, 提出了一种基于Fuzzy ART( FART) 网络与数据融合的方法. 利用灰度直方图门限化方法, 不仅可以自动确定分类数目以进行聚类分析, 而且可对来自同一景物的多幅带有不同噪声的图像进行处理. 仿真实验表明, 在数据融合时, FART 网络能较好地实现图像的增强和恢复.
|
| 关 键 词： | Fuzzy ART 网络 数据融合 图像增强和恢复 聚类分析 |
| 文章编号： | 1007-2985(2004)02-0066-05 |
| 修稿时间： | 2002年10月25 |
Image Enhancement and Restoration Based on FART Network and Data Fusion |
| |
| FU Ming,XIAO Ru-liang,TANG Xian-ying.Image Enhancement and Restoration Based on FART Network and Data Fusion[J].Journal of Jishou University(Natural Science Edition),2004,25(2):66-70. |
| |
| Authors: | FU Ming XIAO Ru-liang TANG Xian-ying |
| |
| Institution: | ( Department of Computer Engineering, Changsha Jiaotong University, Changsha 410076, China) |
| |
| Abstract: | This paper presents a new kind of image enhancement and restoration based on Fuzzy ART network and data fusion in order to process the images effectually.This approach which uses grayscale histogram threshold can not only automatically determine the number of classes of an image to analyze clusters,but also process the image which comes from the same scene with noises.Simulation experiment demonstrates that FART network can realize the image enhancement and restoration very well. |
| |
| Keywords: | Fuzzy ART network data fusion image enhancement and restoration cluster analysis |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《吉首大学学报(自然科学版)》浏览原始摘要信息 |
| 点击此处可从《吉首大学学报(自然科学版)》下载免费的PDF全文 |
