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文章基本信息

  • 标题:An Effective Image Retrieval Method Based on Multi-features
  • 本地全文:下载
  • 作者:Sun, Lang ; Tang, Yan ; Zhang, Hong
  • 期刊名称:Journal of Software
  • 印刷版ISSN:1796-217X
  • 出版年度:2014
  • 卷号:9
  • 期号:4
  • 页码:931-937
  • DOI:10.4304/jsw.9.4.931-937
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:To improve the accuracy of image retrieval methods,an effective image retrieval method based on multifeaturesis proposed. The color feature of the image isextracted by constructing a (16:4:4) quantization schemeof image color. Perform the marked-watershed to achievethe segmentation of the image, and then extract Jan Flusserinvariant moments. Gaussian model is applied to normalizethe different subcharacters distance. The final multi-featuressimilarity consists of the color similarity and the shapesimilarity. Experiments demonstrate the efficiency of theproposed method.
  • 关键词:image retrieval;color feature;shape feature;marked-watershed segmentation
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