色织物疵点智能检测研究进展  

Research progress on intelligent detection of defects in colored fabrics

作　　者：韩鹏举 张乔美 李想[1] 张国瑞 刘柏炜 石鹏琦 孙菁一 白艳茹 米玥 HAN Pengju;ZHANG Qiaomei;LI Xiang;ZHANG Guorui;LIU Bowei;SHI Pengqi;SUN JingYi;BAI Yanru;MI Yue(Textile and Garment Industry Research Institute,Zhongyuan University of Technology,Zhengzhou 451191,Henan,China)

机构地区：[1]中原工学院纺织服装产业研究院,河南郑州451191

出　　处：《上海纺织科技》2025年第2期69-72,77,共5页Shanghai Textile Science & Technology

基　　金：国家重点研发计划子课题(2022YFB4700603、2022YFB4700601、2022YFB4700602)。

摘　　要：疵点检测的精确率、召回率、平均精度均值以及检测速度都对色织物性能检测有影响。介绍了几种常见色织物的疵点类型和检测指标,并对色织物疵点的自动检测流程进行简要描述,包括织物疵点图像的采集与预处理,对图像特征值的提取和合适的织物疵点自动检测方法,还介绍了市场上现有的色织物疵点智能检测方法。The accuracy,recall,average precision,and detection speed of defect detection in colored fabrics all have a certain degree of impact on performance testing.Several common types and detection indicators of defects in colored fabrics are introduced,and the automatic detection process of defects in colored fabrics is briefly described,including the collection and preprocessing of fabric defect images,the extraction of image feature values,and appropriate automatic detection methods for fabric defects.In addition,some existing intelligent defect detection methods for colored fabrics in the market are also introduced.

关 键 词：色织物 疵点 疵点检测 自动检测 智能检测技术 检测方法 

分 类 号：TS101.97[轻工技术与工程—纺织工程]