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图像挖掘的模型与技术研究 被引量:4

Research on Models and Techniques of Image Mining
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摘要 本文从图像挖掘的定义和特点出发,分析了典型的图像挖掘模型:功能驱动模型和信息驱动模型,并探讨了目前常用的图像挖掘技术,如相似性搜索、图像关联规则挖掘、图像分类、图像聚类和神经网络等。 This paper starts off from the definition and characteristic of image mining, analyzes two typical image mining models: function - driven model and information - driven model, then probes into the common techniques of image mining, such as similarity - based search, image association rules mining, image classificaton, image clustering and neural networks.
作者 袁顺波
出处 《情报科学》 CSSCI 北大核心 2006年第11期1732-1736,共5页 Information Science
关键词 数据挖掘 图像挖掘 多媒体挖掘 挖掘模型 data mining image mining multimedia mining mining model
作者简介 袁顺波(1982-),男,湖南长沙人,南京大学信息管理系硕士研究生.
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  • 1MDM/KDD2000Workshop on Multimedia Data Mining. Sixth ACM SIGKDD International Conference onKnowledgc Discovery & Data Mining[EB/OL]. http://www.cs. ualberta.ca/- zaiane/mdm_ kdd 2000,2005 - 05 - 12.
  • 2Burl, MC. etc. Mining for image content[C]. In: Systemics, Cybernetics, and Informatics/Infonnation Systems: Analysis and Synthesis, ( Orlando,FL), 1999.1 - 8.
  • 3Osmar R, etc. Mining multimedia Data.[C]. In: CASCON'98, Meeting of Minds, Toronto, Canada,1998.83 - 96.
  • 4Osmar R, etc. Multimediaminer: A system prototype for multimeida data mining[C]. In:proc 1998 ACM- SIGMOD Conf on management of data(SIGMOD'98),seattle, WA, 1998. 581 - 583.
  • 5WYNNE HSU, etc. Image Mining: Trends and Developments[J]. Journal of Intelligent Information Systems, 2002,19(1) :7 - 23.
  • 6Ji Zhang, etc. An information - driven Framework for Image Mining[C]. In? : Proc of 12th Int Con on Database and Expert Systems Application(DEXA), Munich, Germany, 2001.232 - 242.
  • 7Jeremy S, Bonet, D. Image preprocessing for rapid selection in "Pay attention mode"[J]. MIT,2000.1 - 3.
  • 8Y Rui, etc. Image retrieval: Past, present and future [C]. In: Invited paper in Symposium on Multimedia Information Processing,Taipei, Taiwan, 1997, (12) : 11 - 13.
  • 9员巧云,程刚.近年来我国数据挖掘研究综述[J].情报学报,2005,24(2):250-256. 被引量:46
  • 10C. Ordonez, E. Omiecinski. Discovering association rules based on image content [C]. proseedings of the IEEE Advances in Digital Libraries Conference(ADL'99), 1999[EB/OL]. http://ieeexplore.ieee.org/Xplore/login.jsp?url=/ie15/6298/16842/00777689. pdf.ieee,2005 - 05 - 12.

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