A new similarity measure for color image indexing

被引：0
|
作者：
Cooharojananone, N [1 ]
Aizawa, K [1 ]
机构：
[1] Univ Tokyo, Dept Elect Engn, Bunkyo Ku, Tokyo 113, Japan
来源：
STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2001 | 2001年 / 4315卷
关键词：
color histogram; distance measure; HSV color space; RGB color space;
D O I：
10.1117/12.410928
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose a new similarity measure for color images, that is angular distance of cumulative histogram. The measure is compared to previous popular measure that is cumulative L-1 distance measure on RGB and HSV color space. We show that our method produces a better result than cumulative L-1 distance measure. Moreover, to increase the accuracy, we introduce the weighting method. Weights are applied to the RGB similarity, DR, DG, D-B according to a Hue histogram of the query image. The weighting method increase accuracy and perceptually relevant result.
引用
收藏
页码：12 / 19
页数：4
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