华侨大学学报（自然科学版）Issue(6)：642-647,6.DOI:10.11830/ISSN.1000-5013.2014.06.0642
一种方向性纹理织物疵点的检测方法
A Detection Method of Directional Texture Fabric Defects
摘要
Abstract
Firstly,using the Hough transform to obtain the main direction and the orthogonal direction of texture,then taking these direction of texture as the direction of Gabor filter,the model image was taken as an output characteristics;and then using maximum entropy to segment these amplitude images,fusing the sub-images and morphology processing, removing the outlier detection;finally,the fabric defect image was achieved.The experiment select five types of fabric de-fects,the experimental results shows that the method has good detection effect for different texture of fabric,few filters were needed and without prior learning.关键词
织物疵点/Hough 变换/Gabor 滤波器/最大熵Key words
fabric defects/Hough transform/Gabor filter/maximum entropy分类
信息技术与安全科学引用本文复制引用
刘伟斌,郑力新,周凯汀..一种方向性纹理织物疵点的检测方法[J].华侨大学学报（自然科学版）,2014,(6):642-647,6.基金项目
福建省科技创新平台建设项目 （）
