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  • 标题:Increase Efficiency of SURF using RGB Color Space
  • 本地全文:下载
  • 作者:M. Wafy ; A. M. M. Madbouly
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2015
  • 卷号:6
  • 期号:8
  • DOI:10.14569/IJACSA.2015.060810
  • 出版社:Science and Information Society (SAI)
  • 摘要:SURF is one of the most robust local invariant feature descriptors. SURF is implemented mainly for gray images. However, color presents important information in the object description and matching tasks as it clearly in the human vision system. Many objects can be unmatched if their color contents are ignored. To overcome this drawback this paper proposed a method CSURF (Color SURF) that combines features of Red, Green and blue layers to detect color objects. It edits matched process of SURF to be more efficient with color space. Experimental results show that CSURF is more precious than traditional SURF and CSURF invariant to RGB color space
  • 关键词:thesai; IJACSA; thesai.org; journal; IJACSA papers; SURF; Features; Local Features; Color Space
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