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A statistical features-based color difference classification method
Su, Feng-Wu; Jiang M(姜迈)
Department工业控制网络与系统研究室
Conference Name2013 25th Chinese Control and Decision Conference, CCDC 2013
Conference DateMay 25-27, 2013
Conference PlaceGuiyang, China
Source Publication2013 25th Chinese Control and Decision Conference, CCDC 2013
PublisherIEEE Computer Society
Publication PlaceWashington, United States
2013
Pages2063-2067
Indexed ByEI ; CPCI(ISTP)
EI Accession number20133516668350
WOS IDWOS:000326977302020
Contribution Rank2
ISBN978-1-4673-5532-2
KeywordColor Color Image Processing Colorimetry Graphic Methods
AbstractThis 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.
Language英语
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Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/12422
Collection工业控制网络与系统研究室
Recommended Citation
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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