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Research on Image Clustering Algorithm Based on Block Weighted Color Histogram(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2013年01期
Page:
40-
Research Field:
Publishing date:

Info

Title:
Research on Image Clustering Algorithm Based on Block Weighted Color Histogram
Author(s):
Yang Chuanhui; Ji Genlin; Zhang Zhigang
School of Computer Science and Technology,Nanjing Normal University,Nanjing 210023,China
Keywords:
image clustering; color histogram; AP algorithm; k-means algorithm
PACS:
TP312
DOI:
-
Abstract:
The block weighted color histogram is introduced as the feature of the color image.Both affinity propagation(AP)algorithm and k-means algorithm are implemented separately for clustering images,and the efficiencies of the two algorithms are studied.The experiment results show that the precision of AP algorithm for clustering image is better than k-means algorithm

References:

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Last Update: 2013-03-31