Feature Extraction of the Fabric Defects Image

摘要：

The feature extraction of the fabric defects image is an important basis in the fabric defect identification. It affects directly the efficiency and accuracy of the fabric defects identification. The feature parameter should have high sensitivity, independency and rapid operation, based on this principle, the feature parameters of fabric defects are extracted, which include the area of fabric defects, the boundary perimeter, the center coordinate, the length of the long and short axes, the shape parameter F and eccentricity E. The experiment proved that the size and shape of fabric defects can be identified and the position can be confirmed based on these feature parameters.

关键词： Fabric defects identification feature extraction fabric defects image processing

作者: Wang Jianxia Zheng Guang Ma Hongxia Qin Min

作者单位: College of Information Science & Engineering,Hebei University of Science Technology,Shijiazhuang 050054,China

会议类型: 国际会议

会议名称: 第八届国际电子测量与仪器学术会议(Proceedings of 2007 8th International Conference on Electronic Measurement & Instruments)

会议地点: 西安

会议语种:英文

在线出版日期: 2007-08-16（万方平台首次上网日期，不代表论文的发表时间）