基于吉布斯-马尔可夫随机场的板材表面纹理分析

Analysis of Wood Surface Texture Based on Gibbs-MRF

详细阐述了吉布斯-马尔可夫随机场模型的基本原理,并针对板材表面纹理特征建立吉布斯-马尔可夫随机场模型。研究了吉布斯-马尔可夫随机场模型的参数估计过程,并在试验数据的基础上验证了吉布斯-马尔可夫随机场模型在纹理分析中的可行性。

The basic principle of GMRF was expounded in detail. Gibbs-MRF model was established in terms of the feature of wood surface texture, and the parameter estimation for Gibbs-MRF model was studied. The feasibility of the application of Gibbs-MRF to texture analysis was proved by experimental data.