• Opto-Electronic Engineering
  • Vol. 36, Issue 9, 98 (2009)
LI Da-xiang1、*, PENG Jin-ye1、2, and BU Qi-rong1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3969/j.issn.1003-501x.2009.09.019 Cite this Article
    LI Da-xiang, PENG Jin-ye, BU Qi-rong. Image Retrieval Using FSVM-MIL Algorithm[J]. Opto-Electronic Engineering, 2009, 36(9): 98 Copy Citation Text show less
    References

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    [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] 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.

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

    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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