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基于重要位平面的真彩色图像检索算法 被引量：5

Color Image Retrieval Algorithm Based on Significant Bit-Planes
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摘要 在研究利用图像颜色特征和颜色的空间分布特征进行图像检索的基础上,提出一种基于位平面理论的真彩色图像检索算法.为了更好地描述图像的检索特征、优化检索性能,定义了位平面一阶矩、位平面平坦度和位平面的凹凸面3个概念,并依据这些概念提取出了图像的颜色特征和颜色空间分布特征;同时设计了与所有提取出的图像检索特征相适用的相似性度量准则.仿真实验结果表明,该算法具有较好的检索性能. A into account describe the introduced, color image retrieval algorithm based on the theory of bit-plane is proposed, which takes the color features and the properties of spatial distribution of the color. In order to better retrieval features and to improve the that is, bit-plane mean, bit-plane flatness retrieval efficiency, three new concepts are and bit-plane roughness. Based on these three concepts, similarity proposed the features and measure scheme is spatial distribution of the designed for these retrieval image retrieval algorithm is more effective and color are extra features. Experi efficient in retrie cted. Finally, a reasonable mental results show that the ving similar images.
作者 田宏 杨树刚
机构地区 大连交通大学软件学院
出处 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2010年第2期279-285,292,共8页 Journal of Computer-Aided Design & Computer Graphics
基金 辽宁省自然科学基金(20072157)
关键词 基于内容的图像检索 位平面理论 位平面粗糙度 灰度码 content-based image retrieval bit-plane theory bit-plane roughness gray code
分类号 TP301.6 [自动化与计算机技术—计算机系统结构]
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参考文献12

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二级参考文献11

  • 1孙君顶,丁振国,周利华.基于图像信息熵与空间分布熵的彩色图像检索方法[J].红外与毫米波学报,2005,24(2):135-139. 被引量：21
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共引文献3

同被引文献52

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引证文献5

二级引证文献24

计算机辅助设计与图形学学报
2010年 第2期

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