Ceramic Tile Color Difference Classification System Based on Color Histogram

Xuri Tang; Mai Jiang; Yu Ping Wang; Zhi Gang Pi

doi:10.4028/www.scientific.net/AMR.662.926

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 662Ceramic Tile Color Difference Classification...

Ceramic Tile Color Difference Classification System Based on Color Histogram

Abstract:

According to the ceramic tile color difference classification detection problem, 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 timerequirement, 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.

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Periodical:

Advanced Materials Research (Volume 662)

Pages:

926-930

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.662.926

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Online since:

February 2013

Authors:

Xuri Tang, Mai Jiang, Yu Ping Wang, Zhi Gang Pi

Keywords:

Ceramic Tile, Color Difference Classification, Histogram Statistical, HSI Color Model

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References

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