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Volumn 3, Issue , 2014, Pages 2421-2439

Composite quantization for approximate nearest neighbor search

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; LEARNING SYSTEMS; QUERY PROCESSING;

EID: 84919917264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (72)

References (35)
  • 1
    • 0027147590 scopus 로고
    • Approximate nearest neighbor queries in fixed dimensions
    • Arya, S. and Mount, D. M. Approximate nearest neighbor queries in fixed dimensions. In SODA, pp. 271-280, 1993.
    • (1993) SODA , pp. 271-280
    • Arya, S.1    Mount, D.M.2
  • 2
    • 33749260356 scopus 로고    scopus 로고
    • Cover trees for nearest neighbor
    • Beygelzimer, A., Kakade, S., and Langford, J. Cover trees for nearest neighbor. In ICML, pp. 97-104, 2006.
    • (2006) ICML , pp. 97-104
    • Beygelzimer, A.1    Kakade, S.2    Langford, J.3
  • 3
    • 84945709355 scopus 로고
    • An algorithm for finding best matches in logarithmic expected time
    • Friedman, J. H., Bentley, J. L., and Finkel, R. A. An algorithm for finding best matches in logarithmic expected time. ACM Trans. Math. Softw., 3(3):209-226, 1977.
    • (1977) ACM Trans. Math. Softw. , vol.3 , Issue.3 , pp. 209-226
    • Friedman, J.H.1    Bentley, J.L.2    Finkel, R.A.3
  • 4
    • 15044355327 scopus 로고    scopus 로고
    • Similarity search in high dimensions via hashing
    • Gionis, A., Indyk, P., and Motwani, R. Similarity search in high dimensions via hashing. In VLDB, pp. 518-529, 1999.
    • (1999) VLDB , pp. 518-529
    • Gionis, A.1    Indyk, P.2    Motwani, R.3
  • 5
    • 80052874105 scopus 로고    scopus 로고
    • Iterative quantization: A pro- crustean approach to learning binary codes
    • Gong, Y. and Lazebnik, S. Iterative quantization: A pro- crustean approach to learning binary codes. In CVPR, pp. 817-824, 2011.
    • (2011) CVPR , pp. 817-824
    • Gong, Y.1    Lazebnik, S.2
  • 6
    • 80052897324 scopus 로고    scopus 로고
    • Asymmetric distances for binary embeddings
    • Gordo, A. and Perronnin, F. Asymmetric distances for binary embeddings. In CVPR, pp. 729-736, 2011.
    • (2011) CVPR , pp. 729-736
    • Gordo, A.1    Perronnin, F.2
  • 7
    • 51949104743 scopus 로고    scopus 로고
    • Fast image search for learned metrics
    • Jain, P., Kulis, B., and Grauman, K. Fast image search for learned metrics. In CVPR, 2008.
    • (2008) CVPR
    • Jain, P.1    Kulis, B.2    Grauman, K.3
  • 8
    • 56749104169 scopus 로고    scopus 로고
    • Hamming embedding and weak geometric consistency for large scale image search
    • Jegou, H., Douze, M., and Schmid, C. Hamming embedding and weak geometric consistency for large scale image search. In ECCV (1), pp. 304-317, 2008.
    • (2008) ECCV , Issue.1 , pp. 304-317
    • Jegou, H.1    Douze, M.2    Schmid, C.3
  • 9
    • 77956004473 scopus 로고    scopus 로고
    • Aggregating local descriptors into a compact image representation
    • Jegou, H., Douze, M., Schmid, C., and Perez, P. Aggregating local descriptors into a compact image representation. In CVPR, pp. 3304-3311, 2010.
    • (2010) CVPR , pp. 3304-3311
    • Jegou, H.1    Douze, M.2    Schmid, C.3    Perez, P.4
  • 11
    • 80051606616 scopus 로고    scopus 로고
    • Searching in one billion vectors: Re-rank with source coding
    • Jegou, H., Tavenard, R., Douze, M., and Amsaleg, L. Searching in one billion vectors: Re-rank with source coding. In ICASSP, pp. 861-864, 2011b.
    • (2011) ICASSP , pp. 861-864
    • Jegou, H.1    Tavenard, R.2    Douze, M.3    Amsaleg, L.4
  • 12
    • 77955990235 scopus 로고    scopus 로고
    • Optimizing KD-trees for scalable visual descriptor indexing
    • Jia, Y., Wang, J., Zeng, G., Zha, H., and Hua, Xian-Sheng. Optimizing kd-trees for scalable visual descriptor indexing. In CVPR, pp. 3392-3399, 2010.
    • (2010) CVPR , pp. 3392-3399
    • Jia, Y.1    Wang, J.2    Zeng, G.3    Zha, H.4    Hua, X.-S.5
  • 13
    • 84877741460 scopus 로고    scopus 로고
    • Isotropic hashing
    • Kong, W. and Li, W. Isotropic hashing. In NIPS, pp. 1655- 1663, 2012.
    • (2012) NIPS , pp. 1655-1663
    • Kong, W.1    Li, W.2
  • 14
    • 79959696213 scopus 로고    scopus 로고
    • Learning to hash with binary reconstructive embeddings
    • Kulis, B. and Darrells, T. Learning to hash with binary reconstructive embeddings. In NIPS, pp. 577-584, 2009.
    • (2009) NIPS , pp. 577-584
    • Kulis, B.1    Darrells, T.2
  • 15
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • Kulis, B. and Grauman, K. Kernelized locality-sensitive hashing for scalable image search. In ICCV, 2009.
    • (2009) ICCV
    • Kulis, B.1    Grauman, K.2
  • 16
    • 15344347807 scopus 로고    scopus 로고
    • Gradient- based learning applied to document recognition
    • IEEE Press
    • LeCun, Y., Bottou, L., Bengio, Y., and Haffner, P. Gradient- based learning applied to document recognition. In Intelligent Signal Processing, pp. 306-351. IEEE Press, 2001.
    • (2001) Intelligent Signal Processing , pp. 306-351
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 18
    • 70349675925 scopus 로고    scopus 로고
    • Fast approximate nearest neighbors with automatic algorithm configuration
    • Muja, M. and Lowe, D. G. Fast approximate nearest neighbors with automatic algorithm configuration. In VISS- APP(1), pp. 331-340, 2009.
    • (2009) VISS- APP , Issue.1 , pp. 331-340
    • Muja, M.1    Lowe, D.G.2
  • 19
    • 33845592987 scopus 로고    scopus 로고
    • Scalable recognition with a vocabulary tree
    • Nister, D. and Stewenius, H. Scalable recognition with a vocabulary tree. In CVPR (2), pp. 2161-2168, 2006.
    • (2006) CVPR , Issue.2 , pp. 2161-2168
    • Nister, D.1    Stewenius, H.2
  • 20
    • 80053457714 scopus 로고    scopus 로고
    • Minimal loss hashing for compact binary codes
    • Norouzi, M. and Fleet, D. J. Minimal loss hashing for compact binary codes. In ICML, pp. 353-360, 2011.
    • (2011) ICML , pp. 353-360
    • Norouzi, M.1    Fleet, D.J.2
  • 21
    • 84887387629 scopus 로고    scopus 로고
    • Cartesian k-means
    • Norouzi, M. and Fleet, D. J. Cartesian k-means. In CVPR, pp. 3017-3024, 2013.
    • (2013) CVPR , pp. 3017-3024
    • Norouzi, M.1    Fleet, D.J.2
  • 22
    • 34948815101 scopus 로고    scopus 로고
    • Fisher kernels on visual vocabularies for image categorization
    • Perronnin, F. and Dance, C. R. Fisher kernels on visual vocabularies for image categorization. In CVPR, 2007.
    • (2007) CVPR
    • Perronnin, F.1    Dance, C.R.2
  • 23
    • 79954525255 scopus 로고    scopus 로고
    • Locality sensitive binary codes from shift-invariant kernels
    • Raginsky, M. and Lazebnik, S. Locality sensitive binary codes from shift-invariant kernels. In NIPS, 2009.
    • (2009) NIPS
    • Raginsky, M.1    Lazebnik, S.2
  • 27
    • 51949097915 scopus 로고    scopus 로고
    • Optimised KD-trees for fast image descriptor matching
    • Silpa-Anan, C. and Hartley, R. Optimised kd-trees for fast image descriptor matching. In CVPR, 2008.
    • (2008) CVPR
    • Silpa-Anan, C.1    Hartley, R.2
  • 28
    • 84871365330 scopus 로고    scopus 로고
    • Query-driven iterated neighborhood graph search for large scale indexing
    • Wang, J. and Li, S. Query-driven iterated neighborhood graph search for large scale indexing. In ACM Multimedia, pp. 179-188, 2012.
    • (2012) ACM Multimedia , pp. 179-188
    • Wang, J.1    Li, S.2
  • 29
    • 84887428910 scopus 로고    scopus 로고
    • Order preserving hashing for approximate nearest neighbor search
    • Wang, J., Wang, J., Yu, N., and Li, S. Order preserving hashing for approximate nearest neighbor search. In ACM Multimedia, pp. 133-142, 2013a.
    • (2013) ACM Multimedia , pp. 133-142
    • Wang, J.1    Wang, J.2    Yu, N.3    Li, S.4
  • 30
    • 84919901843 scopus 로고    scopus 로고
    • Fast neighborhood graph search using Cartesian concatenation
    • abs/1312.3062
    • Wang, J., Wang, J., Zeng, G., Gan, R., Li, S., and Guo, B. Fast neighborhood graph search using cartesian concatenation. CoRR, abs/1312.3062, 2013b.
    • (2013) CoRR
    • Wang, J.1    Wang, J.2    Zeng, G.3    Gan, R.4    Li, S.5    Guo, B.6
  • 31
    • 84898781018 scopus 로고    scopus 로고
    • Fast neighborhood graph search using Cartesian concatenation
    • Wang, J., Wang, J., Zeng, G., Gan, R., Li, S., and Guo, B. Fast neighborhood graph search using cartesian concatenation. In ICCV, pp. 2128-2135, 2013c.
    • (2013) ICCV , pp. 2128-2135
    • Wang, J.1    Wang, J.2    Zeng, G.3    Gan, R.4    Li, S.5    Guo, B.6
  • 34
    • 84863036764 scopus 로고    scopus 로고
    • Complementary hashing for approximate nearest neighbor search
    • Xu, H., Wang, J., Li, Z., Zeng, G., Li, S., and Yu, N. Complementary hashing for approximate nearest neighbor search. In/CCV, pp. 1631-1638, 2011.
    • (2011) CCV , pp. 1631-1638
    • Xu, H.1    Wang, J.2    Li, Z.3    Zeng, G.4    Li, S.5    Yu, N.6
  • 35
    • 33645035051 scopus 로고    scopus 로고
    • Model selection and estimation in regression with grouped variables
    • Yuan, M. and Lin, Y. Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society, Series B, 68:49-67, 2006.
    • (2006) Journal of the Royal Statistical Society, Series B , vol.68 , pp. 49-67
    • Yuan, M.1    Lin, Y.2


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