Cluster-based color matching for image retrieval

被引：70

作者：

Kankanhalli, MS

Mehtre, BM

Wu, JK

机构：

[1] Institute of Systems Science, National University of Singapore, Kent Ridge

来源：

PATTERN RECOGNITION | 1996年 / 29卷 / 04期

关键词：

color; matching; clustering; measure; retrieval;

D O I：

10.1016/0031-3203(95)00097-6

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Color is an important attribute for image matching and retrieval. We present a new method for color matching based on a clustering algorithm in 3-D color space. We define a new color feature to characterize the color information and a distance measure to compute the color similarity of images. We have implemented this technique and tested it for a database of approximately 170 images. The test results show that the 'Efficiency of Retrieval' of this new method is very high.

引用

页码：701 / 708

页数：8

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