Color image retrieval technique based on color features and image bitmap

被引:82
作者
Lu, Tzu-Chuen [1 ]
Chang, Chin-Chen
机构
[1] Chaoyang Univ Technol, Dept Informat Management, Taichung 41349, Taiwan
[2] Feng Chia Univ, Dept Informat Engn & Comp Sci, Taichung 40724, Taiwan
关键词
image bitmap; color distribution; content-based image retrieval; standard deviation;
D O I
10.1016/j.ipm.2006.07.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The field of color image retrieval has been an important research area for several decades. For the purpose of effectively retrieving more similar images from the digital image databases, this paper uses the color distributions, the mean value and the standard deviation, to represent the global characteristics of the image. Moreover, the image bitmap is used to represent the local characteristics of the image for increasing the accuracy of the retrieval system. As the experimental results indicated, the proposed technique indeed outperforms other schemes in terms of retrieval accuracy and category retrieval ability. Furthermore, the total memory space for saving the image features of the proposed method is less than Chan and Liu's method. (c) 2006 Published by Elsevier Ltd.
引用
收藏
页码:461 / 472
页数:12
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