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Volumn 21, Issue 2, 2010, Pages 303-306

Image categorization based on EMD-CkNN multi-instance learning algorithm

Author keywords

Earth mover's distance(EMD); Image categorization; Multi instance learning(MIL)

Indexed keywords

DATA SETS; EARTH MOVER DISTANCES; EARTH MOVER'S DISTANCE; HAUSDORFF DISTANCE; IMAGE CATEGORIZATION; K-NN ALGORITHM; MULTI-INSTANCE LEARNING; NATURAL IMAGES; SEGMENTED REGIONS;

EID: 77950548859     PISSN: 10050086     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (15)
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  • 2
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    • (1997) Artificial Intelligence , vol.89 , Issue.12 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-perez, T.3
  • 4
    • 55649099179 scopus 로고    scopus 로고
    • A method for image retrieval based on salient points feature multiple-instance learning
    • in Chinese
    • Li Jie, Cheng Yi-Min, Ge Shi-Ming. A method for image retrieval based on salient points feature multiple-instance learning[J]. Journal of Optoelectronics·Laser, 2008, 19(10): 1405-1409. (in Chinese)
    • (2008) Journal of Optoelectronics·Laser , vol.19 , Issue.10 , pp. 1405-1409
    • Li, J.1    Cheng, Y.-M.2    Ge, S.-M.3
  • 9
    • 84863161940 scopus 로고    scopus 로고
    • Image categorization by learning and reasoning with regions
    • Chen Yi-Xin, Wang Jame Z. Image categorization by learning and reasoning with regions[J]. Journal of Machine Learning Research, 2004, 5(8): 913-939.
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  • 11
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    • Localized content-based image retrieval using semi-supervised multiple instance learning
    • Zhang Dan, Shi Zhen-Wei, Song Yang-Qiu, et al. Localized content-based image retrieval using semi-supervised multiple instance learning[A]. Asian conference on computer vision (ACCV07)[C]. 2007, 180-188.
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    • Zhang, D.1    Shi, Z.-W.2    Song, Y.-Q.3
  • 12
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    • On the relation between multi-instance learning and semi-supervised learning
    • Zhou Zhi-Hua, Xu Jun-Ming. On the relation between multi-instance learning and semi-supervised learning[A]. In Proceedings of the 24th ICML[C]. 2007, 1167-1174.
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    • Zhou, Z.-H.1    Xu, J.-M.2
  • 13
    • 84864028262 scopus 로고    scopus 로고
    • Multi-instance multi-label learning with application to scene classification
    • Zhou Zhi-Hua, Zhang Min-Ling. Multi-instance multi-label learning with application to scene classification[A]. Advances in Neural Information Processing Systems[C]. 2007, 1609-1616.
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    • Zhou, Z.-H.1    Zhang, M.-L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.