Computer Science ›› 2012, Vol. 39 ›› Issue (Z11): 375-377.

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New Color Quantization Algorithm Based on K-means Clustering

  

  • Online:2018-11-16 Published:2018-11-16

Abstract: Color quantization is a key technology in digital image processing. Based on the segmentation and clustering algorithm for color quantization, this article puts forward a kind of new color quantization algorithm upon K-means clustering. First of all, take a coarse classification to the pixels according to tonal H. Then, take quantization processing to each child clustering group based on k-means clustering color. Through the comparison with the current commonly used quantitative algorithm comes to a conclusion that this algorithm has a better performance in quantization effect and execution tmue.

Key words: Color quantization, HSI, K-means

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