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A statistical features-based color difference classification method
Su, Feng-Wu; Jiang M(姜迈)
作者部门工业控制网络与系统研究室
会议名称2013 25th Chinese Control and Decision Conference, CCDC 2013
会议日期May 25-27, 2013
会议地点Guiyang, China
会议录名称2013 25th Chinese Control and Decision Conference, CCDC 2013
出版者IEEE Computer Society
出版地Washington, United States
2013
页码2063-2067
收录类别EI ; CPCI(ISTP)
EI收录号20133516668350
WOS记录号WOS:000326977302020
产权排序2
ISBN号978-1-4673-5532-2
关键词Color Color Image Processing Colorimetry Graphic Methods
摘要This paper presents a method for color difference based on Histogram statistical values. First, the color image in RGB color space is converted to HSI color space, median filter was selected for image preprocessing. Then, the ceramic samples HSI Histogram statistical of each channel was calculated respectively. Take the Histogram statistical as the color difference classification character value. For real time requirement, using minimum distance classifier as classification basis. Compared with the S, I channel, the results showed that adopted the H channel Histogram statistical value as feature vector has higher accuracy for ceramic tile color difference classification. © 2013 IEEE.
语种英语
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文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/12422
专题工业控制网络与系统研究室
推荐引用方式
GB/T 7714
Su, Feng-Wu,Jiang M. A statistical features-based color difference classification method[C]. Washington, United States:IEEE Computer Society,2013:2063-2067.
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