文献类型：会议论文

英文题名：Analysis and Study of the Steel Plate Surface Defects Image Processing and the Fractal Dimension Characteristics

作者：Wang, Xuan[1];Liu, Wei[2];Cao, Hui[1];Ma, Dongping[1]

第一作者：王暄

通讯作者：Wang, X[1]

机构：[1]Beijing Union Univ, Biochem Engn Coll, Dept Informat & Control, 18 Fatou Xili 3 St, Beijing 100023, Peoples R China;[2]Lenovo Chinaweal Syst & Serv Co Ltd, Beijing, Peoples R China

第一机构：北京联合大学生物化学工程学院

通讯机构：[1]corresponding author), Beijing Union Univ, Biochem Engn Coll, Dept Informat & Control, 18 Fatou Xili 3 St, Beijing 100023, Peoples R China.|[1141726]北京联合大学生物化学工程学院;[11417]北京联合大学;

会议论文集：3rd International Conference on Manufacturing Science and Engineering (ICMSE 2012)

会议日期：MAR 27-29, 2012

会议地点：Xiamen, PEOPLES R CHINA

语种：英文

外文关键词：Surface Defects; Image Processing; Pattern Recognition; Feature Extraction; Fractal Dimension

摘要：Steel surface defect detection is the key point of this research. The paper mainly focuses on the image processing and image feature extraction of the steel plate surface. The paper also focuses on the calculating procedure and results of the fractal dimension in different defects images. It can be concluded from the results of the study, fractal dimension of the defect images becomes an important feature of the steel plate surface image pattern recognition.