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基于MPEG-7的多特征图像检索方法 被引量：1

Image retrieval based on multi-features in MPEG-7
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摘要 介绍了MPEG-7主颜色描述子、颜色布局描述子和边缘直方图描述子的提取方法和距离计算方法,提出一种综合运用主颜色描述子、颜色布局描述子和边缘直方图描述子进行图像检索的方法。实验结果证明,综合利用上述3种特征对图像进行描述及检索,可以获得比使用单一特征更好的检索效果。 Extracting and matching algorithms for the dominant color descriptor, color layout descriptor and edge histogram descriptor suggested by MPEG-7 are implemented and introduced in length. An image retrieval method which combines the three descriptors is proposed. The experiment shows that the results retrieved by the three descriptors are better than those retrieved by any single descriptor.
作者 秦文学 李宁
机构地区 北京信息工程学院计算机科学与工程系
出处 《北京机械工业学院学报》 2007年第4期28-30,36,共4页 Journal of Beijing Institute of Machinery
基金 北京市人才强校项目(PXM2007_014224_044676)
关键词 图像检索 MPEG-7 主颜色描述子 颜色布局描述子 边缘直方图描述子 image retrieval MPEG-7 dominant color descriptor color layout descriptor edge histo- gram descriptor
分类号 TP317.1 [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10

  • 1Maniunath B S, Salembier P, Sikora T. Introduction to MPEG-7-Muhimedia Content Description Interface [ M ]. United States New York: JONH WILEY&SONS ,2002
  • 2Su Jung Yoon, Dong Kwon Park, Soo-Jun Park, et al. Image Retrieval Using a Novel Relevance Feedback for Edge Histogram Descriptor of MPEG-7 [ C ]. 2001 International Conference on Consumer Electronics. United States : ICCE ,2001
  • 3Manjunath B S, Jens-Rainer Ohm, Vinod V Vasudevan ,et al. Color and Texture Descriptors[J]. IEEE Transactions on Circuits and Systems for Video Technology ,2001,11 (6) :703 - 715
  • 4Patrick Ndjiki-Nya, Oleg Novychny and Thomas Wiegand. Merging MPEG-7 Descriptors for Image Content Analysis [ C ]. 29th International Confer- ence on Acoustics, Speech, and Signal Processing. United States : ICASSP,2004
  • 5IVang Surong, Chiu Liang-Tien, Deepu Rajan. Efficient Image Retrieval Using MPEG-7 Descriptors [ C ]. 2003 IEEE International Conference on Image Processing. Spain : ICIP,2003
  • 6Evaggelos Spyrou, Giorgos Stamou, Yannis Avrithis, et al. Fuzzy Support Vector Machines for Image Classification Fusing MPEG-7 Visual Descriptors[ C ]. The 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology. United Kindom: EWIMT, 2005
  • 7王海霞,覃团发.综合MPEG-7中颜色特征的图像检索方法[J].计算机应用研究,2005,22(3):164-165. 被引量：20
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  • 9郑楚君,杨志勇,何惠玲,常鸿森.DCT压缩域中图像颜色布局描述符的提取[J].计算机工程与应用,2005,41(35):167-168. 被引量：6
  • 10Beetnara Bae, Sun Woo Yang, Yong Man Ro. Fast MPEG-7 Visual Descriptor Extraction Using DCT Coefficient [ C ]. 2003 Conference on Convergent Technologies for Asia-Pacific Region. India: IEEE TECON ,2003

二级参考文献32

  • 1ISO/1EC JTC 1/SC29/WG 11/N4062: "MPEG-7 requirements document"[S].Singapore, 2001
  • 2Dong Kwon Park,Yoon Seok Jeon,Chee Sun Won et al.Efficient Use of Local Edge Histogram Descriptor[C].In:Proceedings of the 2000 ACM workshops on Multimedia table of contents Los Angeles ,California,United States,2000:51～54
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  • 7Miroslaw Bober. MPEG-7 Visual Shape Descriptors[J].IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2001; 11 (6) :716～719
  • 8Timo Ojala,Topi Maenpaa,Jaakko Viertola et al.Empirical Evaluation of MPEG-7 Texture Descriptors with A Large-Scale Experiment[R].Proc 2nd International Workshop on Texture Analysis and Synthesis,Copenhagen, Denmark, 99～102
  • 9B S Manjunath*,P Wu,S Newsam et al.A texture descriptor for image retrieval and browsing[J].Content-Based Access of Image and Video Libraries,1999(CBAIVL '99)proceedings IEEE Workshop on,1999: 3～7
  • 10Yong Man Ro,Munchurl Kim,Ho Kyung Kang et al. MPE G-7Ho-mogeneous Texture Descriptor[J].ETRI Journal,2001 ;23(2) :41～51

共引文献27

同被引文献8

引证文献1

二级引证文献3

北京机械工业学院学报
2007年 第4期

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