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空间主颜色描述符的图像特征提取算法 被引量：4

The Spatial Dominant Color Descriptor for Feature Extraction Algorithms of Image
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摘要 分析了MPEG-7标准中推荐的主颜色描述符和颜色结构描述符各自的优缺点,并提出了一种新的空间主颜色描述符,它采用图像中少数几个代表性颜色和它们的空间分布信息来表征整幅图像。实验表明,空间主颜色描述符集合了主颜色描述符和颜色结构描述符的优点,具有检索精确高、提取速度快和存储空间小的优点. A new spatial dominant color descriptor（SDCD） is proposed firstly,based on the analysis of the dominant color descriptor（DCD） and the color structure descriptor（CSD） recommended in MPEG-7 standard.It uses some representative colors and the spatial distribution information among them to represent the whole image.Experimental results show that SDCD combines the advantages of DCD and CSD such as exactness,efficiency and compactness.
作者 崔宁海 刘丽萍 礼长智
机构地区 沈阳理工大学信息科学与工程学院
出处 《沈阳理工大学学报》 CAS 2011年第4期19-22,共4页 Journal of Shenyang Ligong University
关键词 基于内容的图像检索 特征提取 MPEG-7 空间主颜色描述符 content-based image retrieval feature extraction MPEG-7 spatial dominant color descriptor
分类号 TP312 [自动化与计算机技术—计算机软件与理论]
  • 相关文献

参考文献5

  • 1M. Lantagne, M. Parizeau, R. Bergevin. VIP: Vision Tool for Comparing Images of People [ C ]. In Proc. of IEEE Conference on Vision Interface, 2003 : 1 - 7.
  • 2王海霞,覃团发.基于MPEG-7中主颜色提取的改进方法[J].计算机工程,2005,31(16):185-187. 被引量：10
  • 3Hong Shao, Yushu Wu, Wencheng Cui, et al. Image retrieval Based on MPEG-7 Dominant Color Descriptor [ C ]. In Proc. of 9th International Conference for Young Computer Scientists, 2008:753 - 757.
  • 4Ka- Man Wang, Chun -Ho Cheung, Tak -Sking Liu, et al. Dominant Color Image Retrieval using Merged Histogram[ C]. In Proc. of IEEE International Symposium on Circuits and Systems, 2003, 2 : 25 - 28.
  • 5Lai - Man Po, Ka - Man Wong. MPEG-7 dominant color descriptor using merged palette histogram similarity measure [ C ], In Proc. of International Symposium on Intelligent Multimedia, Video and Speech Processing, 2004:651 -654.

二级参考文献5

  • 1Deng Yining, Manjunath B S, Kenney C, et al. An Efficient Color Representation for Image Retrieval[J]. IEEE Transactions on Image Processing, 2001, 10(1):140-147
  • 2Deng Yining, Kenney C, Moore M S, et al. Peer Group Filtering and Perceptual Color Image Quantization [J]. In: Proceedings of IEEE International Symposium on Circuits and Systems, 1999,4:21-24
  • 3Manjunath B S, Ohm J R, Vinod V V, et al. Color and Texture Descriptors[J]. IEEE Trans. Circuits and Systems for Video Technology, Special Issue on MPEG-7, 2001
  • 4Lantagne M, Parizeau M, Bergevin R. VIP: Vision Tool for Comparing Images of People[J].Lantagne & Al.,Vision Interface,2003
  • 5Martínez J M. MPEG-7 Overview (Version 8). ISO/IEC JTC1/SC29 /WG11, 2002-0

共引文献9

同被引文献23

  • 1王海霞,覃团发.基于MPEG-7中主颜色提取的改进方法[J].计算机工程,2005,31(16):185-187. 被引量：10
  • 2王永刚,杨杰,周越,王忆勤.中医舌象颜色识别的研究[J].生物医学工程学杂志,2005,22(6):1116-1120. 被引量：32
  • 3朱文峰,袁肇凯.中医诊断学[M].北京:人民卫生出版社,2011.
  • 4Hong Shao, Yushu Wu, Wencheng Cui, et at.Image retrieval Based on MPEG- 7 Dominant Color Descriptor[A].In Proc. of 9th International Conference for Young Computer Scientists[C]. 2008 : 753-7570.
  • 5Ka-Man Wong,Chun-Ho Cheung, Tak-Sking Liu,et al. Dominant Color Image Retrieval using Merged Histogram [A].In Proc.of IEEE International Symposium on Circuits and Systems [C1,2003(2):25-28.
  • 6Lai-Man Po, Ka-Man Wong. MPEG- 7 dominant color descriptor using merged palette histogram similarity measure[A].In Proc.of International Symposium on Intelligent Multimedia, Video and Speech Processing[C],2004.. 651-654.
  • 7Mittal A, Moorthy AK, Bovik AC. Blind/ Referenceless imagespatial quality evaluation [ C ]. Forty Fifth Asilomar Conference onSignals,Systems and Computers ( ASILOMAR) ,2012:723-727.
  • 8Mittal A, Moorthy AK, Bovik AC. No-reference image qualityassessment in the spatial domain[ J]. IEEE Transaction on ImageProcess,2012,21( 12) :4695-4708.
  • 9Ruderman DL. The statistics of natural images [ J ] . Networkcomputation in neural systems, 1994,5(4) :517-548.
  • 10Making a ‘ completely blind,image quality analyzer [ J ] . IEEESignal Processing Letters,2013 ,20( 3) :209-212.

引证文献4

二级引证文献20

沈阳理工大学学报
2011年 第4期

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