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Volumn 44, Issue 10-11, 2011, Pages 2343-2357

SALSAS: Sub-linear active learning strategy with approximate k-NN search

Author keywords

Active learning; Image retrieval; Locality sensitive hashing; Relevance feedback; Scalability; Support vector machines

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING METHODS; CONTENT-BASED IMAGE RETRIEVAL; CRITICAL ISSUES; DIGITAL IMAGING DEVICES; EXHAUSTIVE SEARCH; IMAGE DATABASE; INTERACTIVE RETRIEVAL SYSTEMS; K-NEAREST NEIGHBORS; K-NN SEARCH; LOCALITY SENSITIVE HASHING; QUERY CONCEPTS; RELEVANCE FEEDBACK; RETRIEVAL SYSTEMS; SEMANTIC GAP; SUPPORT VECTOR; ULTRA-FAST; USER QUERY; VERY LARGE DATABASE;

EID: 79958847551     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2010.12.009     Document Type: Article
Times cited : (13)

References (33)
  • 1
    • 33749445935 scopus 로고    scopus 로고
    • Active learning for image retrieval with Co-SVM
    • DOI 10.1016/j.patcog.2006.06.005, PII S0031320306002743
    • J. Cheng, and K. Wang Active learning for image retrieval with CO-SVM Pattern Recognition 40 2007 330 334 (Pubitemid 44508756)
    • (2007) Pattern Recognition , vol.40 , Issue.1 , pp. 330-334
    • Cheng, J.1    Wang, K.2
  • 3
    • 33645687209 scopus 로고    scopus 로고
    • Support vector machine concept-dependent active learning for image retrieval
    • E. Chang, S. Tong, K. Goh, and C. Chang Support vector machine concept-dependent active learning for image retrieval IEEE Transactions on Multimedia 2 2005
    • (2005) IEEE Transactions on Multimedia , vol.2
    • Chang, E.1    Tong, S.2    Goh, K.3    Chang, C.4
  • 6
    • 0037708475 scopus 로고    scopus 로고
    • Relevance feedback in image retrieval: A comprehensive review
    • X. Zhou, and T. Huang Relevance feedback in image retrieval: a comprehensive review Multimedia Systems 8 6 2003 536 544
    • (2003) Multimedia Systems , vol.8 , Issue.6 , pp. 536-544
    • Zhou, X.1    Huang, T.2
  • 8
    • 33746834100 scopus 로고    scopus 로고
    • Enhancing relevance feedback in image retrieval using unlabeled data
    • DOI 10.1145/1148020.1148023
    • Z.-H. Zhou, K.-J. Chen, and H.-B. Dai Enhancing relevance feedback in image retrieval using unlabeled data ACM Transactions on Information System 24 2 2006 219 244 doi: http://doi.acm.org/10.1145/1148020.1148023 (Pubitemid 44180738)
    • (2006) ACM Transactions on Information Systems , vol.24 , Issue.2 , pp. 219-244
    • Zhou, Z.-H.1    Chen, K.E.-J.2    Dai, H.-B.3
  • 14
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • S. Tong, and D. Koller Support vector machine active learning with applications to text classification The Journal of Machine Learning Research 2 2002 45 66
    • (2002) The Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 20
    • 21244480926 scopus 로고    scopus 로고
    • Kernel vector approximation files for relevance feedback retrieval in large image databases
    • DOI 10.1007/s11042-005-0454-4
    • D.R. Heisterkamp, and J. Peng Kernel vector approximation files for relevance feedback retrieval in large image databases Multimedia Tools Application 26 2 2005 175 189 doi: http://dx.doi.org/10.1007/s11042-005-0454-4 (Pubitemid 40891097)
    • (2005) Multimedia Tools and Applications , vol.26 , Issue.2 , pp. 175-189
    • Heisterkamp, D.R.1    Peng, J.2
  • 21
    • 34547223405 scopus 로고    scopus 로고
    • Efficient top-k hyperplane query processing for multimedia information retrieval
    • DOI 10.1145/1180639.1180712, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006
    • N. Panda, and E.Y. Chang Efficient top-k hyperplane query processing for multimedia information retrieval Proceedings of the 14th Annual ACM International Conference on Multimedia 2006 317 326 (Pubitemid 47113547)
    • (2006) Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006 , pp. 317-326
    • Panda, N.1    Chang, E.Y.2
  • 22
    • 33751112980 scopus 로고    scopus 로고
    • Active learning in very large databases
    • DOI 10.1007/s11042-006-0043-1, Special Issue: Selected Papers from the First International Workshop on Computer Vision Meets Databases (CVDB 2004)
    • N. Panda, K.-S. Goh, and E.Y. Chang Active learning in very large databases Multimedia Tools and Applications 31 3 2006 249 267 (Pubitemid 44770925)
    • (2006) Multimedia Tools and Applications , vol.31 , Issue.3 , pp. 249-267
    • Panda, N.1    Goh, K.-S.2    Chang, E.Y.3
  • 25
    • 43049181309 scopus 로고    scopus 로고
    • Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval
    • P. Gosselin, M. Cord, and S. Philipp-Foliguet Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval Computer Vision and Image Understanding 110 3 2008 403 417
    • (2008) Computer Vision and Image Understanding , vol.110 , Issue.3 , pp. 403-417
    • Gosselin, P.1    Cord, M.2    Philipp-Foliguet, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.