메뉴 건너뛰기




Volumn , Issue , 2014, Pages 979-988

Efficient filter approximation using the Earth Mover's distance in very large multimedia databases with feature signatures

Author keywords

Earth mover's distance; Filter distance; Lower bound; Multimedia databases

Indexed keywords

EFFICIENCY; GRAPHIC METHODS; KNOWLEDGE MANAGEMENT; NEAREST NEIGHBOR SEARCH; QUERY LANGUAGES; QUERY PROCESSING;

EID: 84937611702     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2661829.2661877     Document Type: Conference Paper
Times cited : (19)

References (23)
  • 1
    • 85006228721 scopus 로고
    • Efficient similarity search in sequence databases
    • R. Agrawal, C. Faloutsos, and A. N. Swami. Efficient similarity search in sequence databases. In FODO, pages 69-84, 1993.
    • (1993) FODO , pp. 69-84
    • Agrawal, R.1    Faloutsos, C.2    Swami, A.N.3
  • 2
    • 33749633931 scopus 로고    scopus 로고
    • Approximation techniques for indexing the earth mover's distance in multimedia databases
    • I. Assent, A. Wenning, and T. Seidl. Approximation techniques for indexing the earth mover's distance in multimedia databases. In ICDE, page 11, 2006.
    • (2006) ICDE , pp. 11
    • Assent, I.1    Wenning, A.2    Seidl, T.3
  • 3
    • 52649181014 scopus 로고    scopus 로고
    • Efficient similarity search using the earth mover's distance for large multimedia databases
    • I. Assent, M. Wichterich, T. Meisen, and T. Seidl. Efficient similarity search using the earth mover's distance for large multimedia databases. In ICDE, pages 307-316, 2008.
    • (2008) ICDE , pp. 307-316
    • Assent, I.1    Wichterich, M.2    Meisen, T.3    Seidl, T.4
  • 4
    • 78149335811 scopus 로고    scopus 로고
    • Adaptable distance functions for similarity-based multimedia retrieval
    • I. Assent, M. Wichterich, and T. Seidl. Adaptable distance functions for similarity-based multimedia retrieval. Datenbank-Spektrum, 6(19):23-31, 2006.
    • (2006) Datenbank-Spektrum , vol.6 , Issue.19 , pp. 23-31
    • Assent, I.1    Wichterich, M.2    Seidl, T.3
  • 6
    • 78349288444 scopus 로고    scopus 로고
    • A comparative study of similarity measures for content-based multimedia retrieval
    • C. Beecks, M. S. Uysal, and T. Seidl. A comparative study of similarity measures for content-based multimedia retrieval. In ICME, pages 1552-1557, 2010.
    • (2010) ICME , pp. 1552-1557
    • Beecks, C.1    Uysal, M.S.2    Seidl, T.3
  • 7
    • 77955879884 scopus 로고    scopus 로고
    • Signature quadratic form distance
    • C. Beecks, M. S. Uysal, and T. Seidl. Signature quadratic form distance. In CIVR, pages 438-445, 2010.
    • (2010) CIVR , pp. 438-445
    • Beecks, C.1    Uysal, M.S.2    Seidl, T.3
  • 8
    • 0038670812 scopus 로고    scopus 로고
    • Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases
    • C. Böhm, S. Berchtold, and D. A. Keim. Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases. ACM Computing Surveys, 33:322-373, 2001.
    • (2001) ACM Computing Surveys , vol.33 , pp. 322-373
    • Böhm, C.1    Berchtold, S.2    Keim, D.A.3
  • 9
    • 85198028989 scopus 로고    scopus 로고
    • Imagenet: A large-scale hierarchical image database
    • June
    • J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In CVPR, pages 248-255, June 2009.
    • (2009) CVPR , pp. 248-255
    • Deng, J.1    Dong, W.2    Socher, R.3    Li, L.-J.4    Li, K.5    Fei-Fei, L.6
  • 10
    • 0028447023 scopus 로고
    • Fast subsequence matching in time-series databases
    • May
    • C. Faloutsos, M. Ranganathan, and Y. Manolopoulos. Fast subsequence matching in time-series databases. SIGMOD, 23(2):419-429, May 1994.
    • (1994) SIGMOD , vol.23 , Issue.2 , pp. 419-429
    • Faloutsos, C.1    Ranganathan, M.2    Manolopoulos, Y.3
  • 12
    • 84874079752 scopus 로고    scopus 로고
    • Dimensional testing for multi-step similarity search
    • M. E. Houle, X. Ma, M. Nett, and V. Oria. Dimensional testing for multi-step similarity search. In ICDM, pages 299-308, 2012.
    • (2012) ICDM , pp. 299-308
    • Houle, M.E.1    Ma, X.2    Nett, M.3    Oria, V.4
  • 13
    • 0038545613 scopus 로고    scopus 로고
    • Fast nearest neighbor search in medical image databases
    • Z. P.
    • F. Korn, N. Sidiropoulos, C. Faloutsos, E. L. Siegel, and Z. P. Fast nearest neighbor search in medical image databases. In VLDB, pages 215-226, 1996.
    • (1996) VLDB , pp. 215-226
    • Korn, F.1    Sidiropoulos, N.2    Faloutsos, C.3    Siegel, E.L.4
  • 14
    • 37849014696 scopus 로고    scopus 로고
    • Generalizing the optimality of multi-step k-nearest neighbor query processing
    • H.-P. Kriegel, P. Kröger, P. Kunath, and M. Renz. Generalizing the optimality of multi-step k-nearest neighbor query processing. In SSTD, pages 75-92, 2007.
    • (2007) SSTD , pp. 75-92
    • Kriegel, H.-P.1    Kröger, P.2    Kunath, P.3    Renz, M.4
  • 15
    • 0032319998 scopus 로고    scopus 로고
    • A metric for distributions with applications to image databases
    • Y. Rubner, C. Tomasi, and L. Guibas. A metric for distributions with applications to image databases. In ICCV98, pages 59-66, 1998.
    • (1998) ICCV98 , pp. 59-66
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.3
  • 16
    • 84863766850 scopus 로고    scopus 로고
    • Indexing the earth mover's distance using normal distributions
    • B. E. Ruttenberg and A. K. Singh. Indexing the earth mover's distance using normal distributions. PVLDB, 5(3):205-216, 2011.
    • (2011) PVLDB , vol.5 , Issue.3 , pp. 205-216
    • Ruttenberg, B.E.1    Singh, A.K.2
  • 17
    • 0032094249 scopus 로고    scopus 로고
    • Optimal multi-step k-nearest neighbor search
    • T. Seidl and H.-P. Kriegel. Optimal multi-step k-nearest neighbor search. In SIGMOD, pages 154-165, 1998.
    • (1998) SIGMOD , pp. 154-165
    • Seidl, T.1    Kriegel, H.-P.2
  • 18
    • 0018200258 scopus 로고
    • Textural features corresponding to visual perception
    • H. Tamura, S. Mori, and T. Yamawaki. Textural features corresponding to visual perception. TSMC, 8(6):460-473, 1978.
    • (1978) TSMC , vol.8 , Issue.6 , pp. 460-473
    • Tamura, H.1    Mori, S.2    Yamawaki, T.3
  • 19
    • 84896978538 scopus 로고    scopus 로고
    • Earth mover's distance based similarity search at scale
    • L. H. U
    • Y. Tang, L. H. U, Y. Cai, N. Mamoulis, and R. Cheng. Earth mover's distance based similarity search at scale. PVLDB, 7(4):313-324, 2013.
    • (2013) PVLDB , vol.7 , Issue.4 , pp. 313-324
    • Tang, Y.1    Cai, Y.2    Mamoulis, N.3    Cheng, R.4
  • 21
    • 57149134080 scopus 로고    scopus 로고
    • Efficient emd-based similarity search in multimedia databases via flexible dimensionality reduction
    • M. Wichterich, I. Assent, P. Kranen, and T. Seidl. Efficient emd-based similarity search in multimedia databases via flexible dimensionality reduction. In SIGMOD, pages 199-212, 2008.
    • (2008) SIGMOD , pp. 199-212
    • Wichterich, M.1    Assent, I.2    Kranen, P.3    Seidl, T.4
  • 22
    • 79955101629 scopus 로고    scopus 로고
    • Efficient and effective similarity search over probabilistic data based on earth mover's distance
    • J. Xu, Z. Zhang, A. K. H. Tung, and G. Yu. Efficient and effective similarity search over probabilistic data based on earth mover's distance. PVLDB, 3(1):758-769, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 758-769
    • Xu, J.1    Zhang, Z.2    Tung, A.K.H.3    Yu, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.