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  • 标题:An Innovative Technique for Content Based Image Retrieval Using Color and Texture Features
  • 本地全文:下载
  • 作者:K.VALLI MADHAVI ; R.TAMILKODI ; R.BALA DINAKAR
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2013
  • 卷号:1
  • 期号:5
  • 出版社:S&S Publications
  • 摘要:The revolutionary internet and digital technologies have imposed a need to have a system to organizeabundantly available digital images for easy categorization and retrieval. We determine relative importance of hue andintensity based on the saturation of an image with respect to the visual properties of the human eye. We effectivelyapply this method to the generation of a color histogram and use it for content based image retrieval applications. Thispaper presents the content based image retrieval using features like color and texture. The texture and color features areextracted through wavelet transformation and color histogram and the combination of these features is robust to scalingand translation of objects in an image. The experimental results show that this method is more efficient than thetraditional CBIR method based on the single visual feature and other methods combining color and texture.
  • 关键词:CBIR; Texture; Wavelet Transform; HSV
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