基于RGB颜色空间的异性纤维识别检测算法

山东大学学报(工学版) ›› 2009, Vol. 39 ›› Issue (5): 68-72.

基于RGB颜色空间的异性纤维识别检测算法

冯显英张成梁杨丙生李蕾

冯显英张成梁李蕾:山东大学机械工程学院, 山东济南 250061;
冯显英:高效洁净机械制造教育部重点实验室(山东大学)，山东济南 250061；
杨丙生: 山东天鹅棉业机械股份有限公司, 山东济南 250032

收稿日期:2009-05-19 出版日期:2009-10-16 发布日期:2009-10-16
作者简介:冯显英(1965-),男,山东金乡人,教授,博士生导师,研究方向为智能检测与数控技术.E-mail:FXYing@sdu.edu.cn
基金资助:
引进国际先进农业科学技术计划(948计划)资助项目(2006-Z17)

Foreign fiber recognition and detection algorithm based on RGB color space

FENG Xian-Ying, ZHANG Cheng-Liang, LI Lei: School of Mechanical Engineering, Shandong University, Jinan 250061, China; FENG Xian-Ying:Key Laboratory of High Efficiency and Clean Mechanical Manufacture(Shandong University), Ministry of Eduaction, Jinan 250061, China;
YANG Bing-Sheng: Shangdong Swan Cotton Industrial Machinery Stock Co., Ltd, Jinan 250032， China

Received:2009-05-19 Online:2009-10-16 Published:2009-10-16

摘要/Abstract

摘要：

研究了棉纤维的RGB色彩空间分布模型,提出了精确物理模型算法——彩色聚色算法.在此基础上,提出了实时检测算法.为了进一步提高算法效率,研究了改进后的实时检测算法,用于实现异性纤维检测系统中目标与背景的识别.由于识别目标的多样性以及复杂性,仅靠一两个特征无法得到满意的结果,通过提取颜色、面积、形状等特征,提出了基于组合特征的彩色图像多目标识别方法,通过多个目标特征的组合可以提高目标识别的质量.

关键词: 异性纤维;彩色图像分割;组合特征

Abstract:

The cotton fiber distributing model in RGB color space was studied in the article and an accurate physical model arithmetica color image clustering algorithm was proposed. A real- time detecting algorithm was developed on this basis. In order to enhance the algorithm efficiency, the improved real-time detecting algorithm was presented to extract the target from backgrounds in the foreign fibers inspecting system. Due to the complexity and diversity of recognizing a foreign fiber, it is hard to meet the requirements using one or two characters. A multiple targets recognition method based on combined characters such as color, area and shape was presented, which can highly increase the quality of targets recognition.

Key words: foreign fiber; color image segment; combined characters

冯显英张成梁杨丙生李蕾. 基于RGB颜色空间的异性纤维识别检测算法[J]. 山东大学学报(工学版), 2009, 39(5): 68-72.

FENG Xian-Ying, ZHANG Cheng-Liang, YANG Bing-Sheng, LI Lei. Foreign fiber recognition and detection algorithm based on RGB color space[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(5): 68-72.

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