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基于主颜色的图像检索技术研究

Image Retrieval Technology Based on Domain Color
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摘要 针对基于固定颜色集的直方图方法计算量与存储量过大,对亮度、噪声较敏感,参考颜色(reference co lortab le)方法受限于图像色彩分布的先验知识等弊端,提出了一种基于主颜色(dom a in co lor)的检索图像检索算法,在保持了较高的检索精度的同时,能够大大降低特征空间维度,提高检索性能。 In view of the limitation that the algorithm based on Reference Color Table has a large quantity of computation and storage, and is sensitive to luminosity and noise, and the weakness that the algorithm based on Fix Color Table is restricted to prior knowledge, the algorithm based on Domain Color is presented, which can greatly reduce the dimension of color feature, and keep high retrieval precision simultaneity.
作者 李贤成
机构地区 武汉理工大学
出处 《交通与计算机》 2006年第4期86-88,91,共4页 Computer and Communications
关键词 基于内容的图像检索 主颜色 参考颜色 CBIR domain color reference color
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参考文献4

  • 1Niblack W,Barber R,Equitz W,et al.The QBIC project:querying image by content using color,texture and shape//Proceedings of SPIE.Bellingham,Washington:SPIE,1993.173-187
  • 2Bach J R,Fuller C,Gupta A,et al.The virage image search engine:an open frame-work for image management//Proceedings of SPIE.Bellingham,Washington:SPIE,1996.76-87
  • 3Babu M.Mehtre,Mohan S.Kankanhalli,A.Desai Narasimhalu,et al.Color matching for image retrieval.Pattern Recognition Letters,1995,16(3):325-331
  • 4Hafner J,Sawhney H,Equitz W,at al.Efficient Color Histogram indexing for quadratic form Distance Function.IEEE Transactions on Pattern Analysis and Machine Intelligence,1995,17(7):729-736

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