基于色块直方图的图像检索算法

Xueliang Zhao, Yuwen Chen, Kunhua Zhong, Yong Yang, Xiang Wang, Dongliang Huang
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引用次数: 0

摘要

为了进一步提高基于颜色直方图的图像检索算法的效率,本文提出了一种寻找最大色块,提取其局部直方图,并与原始直方图融合的新算法。该算法在保留原算法的基础上增加了颜色的空间分布特征,降低了检索结果对颜色的绝对依赖。仿真结果表明,该算法具有较好的查全率和查全率,尤其对明显色块的图像检索效果显著。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image Retrieval Algorithm Based on Color Block Histogram
To further enhance the efficiency of color histogram - based image retrieval algorithm, this paper presents a new algorithm which looks for maximum color lump, extracts its local histogram, and integrates with the original histogram. The algorithm adds spatial distribution characteristics of color while retaining the original algorithm, thus reducing absolute dependence on the color for retrieval results. The simulation results show that this algorithm has better precision and recall and has especially remarkable effect for image retrieval of apparent color lump.
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