| 基于灰度-梯度共生矩阵的木材表面缺陷分割方法 |
| |
| 引用本文： | 白雪冰,邹丽晖,Bai Xuebing,Wang Hui.基于灰度-梯度共生矩阵的木材表面缺陷分割方法[J].森林工程,2007,23(2):16-18. |
| |
| 作者姓名： | 白雪冰 邹丽晖 Bai Xuebing Wang Hui |
| |
| 作者单位： | 东北林业大学,哈尔滨,150040 |
| |
| 基金项目： | 黑龙江省哈尔滨市自然科学基金;黑龙江省自然科学基金 |
| |
| 摘 要： | 根据木材表面缺陷图像的特点，提出了基于灰度-梯度共生矩阵模型和最大熵原理的木材缺陷图像自动阈值化技术。并且利用形态学运算对分割后的二值图像进行后期处理。经实验验证，该方法提取的木材表面缺陷图像效果良好：
|
| 关 键 词： | 木材表面缺陷 图像分割 灰度-梯度共生矩阵 最大熵 形态学 |
| 文章编号： | 1001-005X(2007)02-0016-03 |
| 收稿时间： | 04 12 2006 12:00AM |
| 修稿时间： | 2006年4月12日 |
Segmentation Method of Timber Surface Defects Based on Gray Level-Gradient Co-occurrence Matrix |
| |
| Zou Lihui,Wang Keqi,Bai Xuebing,Wang Hui.Segmentation Method of Timber Surface Defects Based on Gray Level-Gradient Co-occurrence Matrix[J].Forest Engineering,2007,23(2):16-18. |
| |
| Authors: | Zou Lihui Wang Keqi Bai Xuebing Wang Hui |
| |
| Institution: | Northeast Forestry University, Harbin 150040 |
| |
| Abstract: | According to the characteristics of the timber surface defect, we present an automatic technique for thresholding of timber surface defect images based on gray level-gradient co-occurrence matrix and the maximum entropy principle. Post-treatment to the segmented binary images by morphology operation was also implemented. The algorithm was tested on some timber surface defect images. The results are satisfied. |
| |
| Keywords: | timber surface defect image segmentation gray level-gradient co-occurrence matrix maximum entropy mor-phology |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
