计算机工程

• 图形图像处理 • 上一篇    下一篇

基于各向异性滤波耦合形状质心相对角位置的图形检索算法

申鸿烨,张宁   

  1. (沈阳广播电视大学 信息工程学院,沈阳 110003)
  • 收稿日期:2016-05-14 出版日期:2017-07-15 发布日期:2017-07-15
  • 作者简介:申鸿烨(1973—),男,副教授、硕士,主研方向为图像处理;张宁,讲师、博士。

Image Retrieval Algorithm Based on Anisotropic Filtering Coupled with Relative Angular Location of Shape Centroid

SHEN Hongye,ZHANG Ning   

  1. (School of Information Engineering,Shenyang Radio and TV University,Shenyang 110003,China)
  • Received:2016-05-14 Online:2017-07-15 Published:2017-07-15

摘要: 基于形状的目标检索技术难以检测噪声轮廓,无法兼顾表示其全局与局部显著性,导致检索精度不高。为此,提出一种图形检索算法。通过引入各向异性滤波,设计图形显著性检测算子,平滑噪声点与保留高曲率特征点,精确检测其形状显著性点,考虑形状轮廓点的总数与显著性位置,基于形状质心,定义相对角位置计算模型,并联合曲率函数,确定每个显著性点的表示值,将形状全局特征嵌入到局部细节中,联合动态规划算法,构建形状显著性相似度测量模型,进行特征点匹配,完成图形检索。测试结果表明,与基于形状的图像特征描述符相比,该算法具有更高的检索精度与更强的鲁棒性。

关键词: 图形检索, 各向异性滤波, 形状质心, 相对角位置, 曲率函数, 动态规划

Abstract: In order to solve the problem that it is difficult to detect the contour of the image based on the shape of the target,it can not take into account the global and local saliency,and the retrieval accuracy is not high.By introducing anisotropic filtering,design graphics saliency detection operator,to smooth the noise and retain high curvature features,its shape was accurate detection,considering the total shape of the contour points and the significant position,based on the shape of centroid,defined relative angular position calculation model,and combined with curvature function,determine the representation of each significant point values will shape the global features embedded into the local details,combined with dynamic programming algorithm to construct the shape significant similarity measurement model,feature point matching,complete graphics retrieval.The test results show that the proposed algorithm has higher retrieval precision and stronger robustness than the shape based image descriptor.

Key words: image retrieval, anisotropic filtering, shape centroid, relative angular position, curvature function, dynamic programming

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