一种基于马尔可夫随机场的影像纹理分类方法

基金项目: 国家自然科学基金资助项目,编号49471062。

详细信息

A Method of Image Texture Classification Based on Markov Random Field

School of Geo science and Surveying Engineering, WTUSM, 39 Luoyu Road, Wuhan, China, 430070

摘要: 针对纹理影像先估计出其马尔可夫随机场参数,后运用多元统计分析中模糊聚类分析的数学方法进行定量分类,从而为解决划分上的不确定性现象找出描述方法,获得客观的分类结果。
- 马尔可夫随机场 /
- 模糊聚类分析 /
- 影像纹理分类
Abstract: This paper presents a texture classification method, which estimates MRF parameters before using fuzzy assemble analysis for quantative classification. Fuzzy mathematics is used to describe uncertain case to obtain satisfactory classification results.
- Markov random field /
- fuzzy assemble analysis /
- image texture classification