Opto-Electronic Engineering, Volume. 36, Issue 9, 98(2009)

Image Retrieval Using FSVM-MIL Algorithm

LI Da-xiang1,*... PENG Jin-ye1,2 and BU Qi-rong1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(12)

    [1] [1] ZHANG Jing,SHEN Lan-sun,David Dagan FENG. A Survey of Image Retrieval Based on Visual Perception [J]. Acta Electronica Sinica,2008,38(3):494-499.

    [2] [2] WANG Chang-hu,ZHANG Lei,ZHANG Hong-jiang. Graph-based multiple-instance learning for object-based image retrieval [C]// Proceeding of the 1st ACM international conference on Multimedia information retrieval,Vancouver,British Columbia,Canada,October 30-31,2008:156-163.

    [3] [3] Dietterich T G,Lathrop R H,Lozano-Pérez T. Solving the multiple instance problem with axis-parallel rectangles [J]. Artificial Intelligence (S0004-3702),1997,89(12):31-71.

    [4] [4] Maron O,Ratan A L. Multiple-instance learning for natural scene classification [C]//Proceedings of the 15th International Conference on Machine Learning,Madison,WI,July 24-27,1998:341-349.

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    [6] [6] WANG Jun,Zucker J-D. Solving the multiple-instance problem:a lazy learning approach [C]//Proceedings of the 17th International Conference on Machine Learning,San Francisco,CA,June 29-July 2,2000:1119-1125.

    [7] [7] Andrews S , Hofmann T , Tsochantaridis I. Multiple instance learning with generalized support vector machines [C]//Proceedings of the 18th National Conference on Artificial Intelligence,Edmonton,Canada,July 18-27,2002:943-944.

    [8] [8] Gartner T,Flach P A,Kowalczyk A,et al. Multi-instance kernels [C]//Proceedings of the 19th International Conference on Machine Learning,Sydney,Australia,July 8-12,2002:179-186.

    [9] [9] CHEN Yi-xin,James Z WANG. Image categorization by learning and reasoning with regions [J]. Journal of Machine Learning Research (S1533-7928),2004,5(8):913-939.

    [10] [10] CHEN Yi-xin,BI Jin-bo,James Z WANG. MILES:Multiple-Instance Learning via Embedded Instance Selection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (S0162-8828),2006,28(12):1931-1947.

    [11] [11] ZHOU Zhi-hua,XU Jun-ming. On the Relation Between Multi-Instance Learning and Semi-Supervised Learning[C]// Proceedings of the 24th ICML,Corvalis,Oregon,June 20-24,2007:1167-1174.

    [12] [12] QI Li,LIU Yu-shu. Fuzzy Support Vector Machine Based on Two Stage Clustering [J]. Computer Engineering,2008,34(1):4-6

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    LI Da-xiang, PENG Jin-ye, BU Qi-rong. Image Retrieval Using FSVM-MIL Algorithm[J]. Opto-Electronic Engineering, 2009, 36(9): 98

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    Paper Information

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    Received: Feb. 11, 2009

    Accepted: --

    Published Online: Jan. 31, 2010

    The Author Email: Da-xiang LI (www_ldx@163.com)

    DOI:10.3969/j.issn.1003-501x.2009.09.019

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