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Volumn 23, Issue 7, 2014, Pages 3025-3039

Scalable similarity search with topology preserving hashing

Author keywords

Approximate nearest neighbor; Binary hashing; Search; Similarity search; Topology preserving hashing

Indexed keywords

HAMMING DISTANCE; SEMANTICS;

EID: 84903169518     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2326010     Document Type: Article
Times cited : (44)

References (48)
  • 1
    • 0025154701 scopus 로고
    • K-d trees for semidynamic point sets
    • J. L. Bentley and B. Labo, "K-d trees for semidynamic point sets," in Proc. 6th SOCG, 1990, pp. 187-197.
    • (1990) Proc. 6th SOCG , pp. 187-197
    • Bentley, J.L.1    Labo, B.2
  • 2
    • 38749118638 scopus 로고    scopus 로고
    • Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
    • DOI 10.1109/FOCS.2006.49, 4031381, 47th Annual IEEE Symposium on Foundations of Computer Science, FOCS 2006
    • A. Andoni and P. Indyk, "Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions," in Proc. 47th Annu. IEEE Symp. FOCS, Oct. 2006, pp. 459-468. (Pubitemid 351175534)
    • (2006) Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS , pp. 459-468
    • Andoni, A.1    Indyk, P.2
  • 6
    • 84455168944 scopus 로고    scopus 로고
    • Asymmetric hamming embedding: Taking the best of our bits for large scale image search
    • M. Jain, H. Jégou, and P. Gros, "Asymmetric hamming embedding: Taking the best of our bits for large scale image search," in Proc. 19th ACM Int. Conf. Multimedia, 2011, pp. 1441-1444.
    • (2011) Proc. 19th ACM Int. Conf. Multimedia , pp. 1441-1444
    • Jain, M.1    Jégou, H.2    Gros, P.3
  • 7
    • 80052885236 scopus 로고    scopus 로고
    • Random maximum margin hashing
    • Jun.
    • A. Joly and O. Buisson, "Random maximum margin hashing," in Proc. IEEE Conf. CVPR, Jun. 2011, pp. 873-880.
    • (2011) Proc. IEEE Conf. CVPR , pp. 873-880
    • Joly, A.1    Buisson, O.2
  • 9
    • 84865410773 scopus 로고    scopus 로고
    • Semi-supervised hashing for large-scale search
    • Dec.
    • J. Wang, S. Kumar, and S.-F. Chang, "Semi-supervised hashing for large-scale search," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 12, pp. 2393-2406, Dec. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.12 , pp. 2393-2406
    • Wang, J.1    Kumar, S.2    Chang, S.-F.3
  • 10
    • 84887601251 scopus 로고    scopus 로고
    • Iterative quantization: A procrustean approach to learning binary codes for large-scale image retrieval
    • Dec.
    • Y. Gong, S. Lazebnik, A. Gordo, and F. Perronnin, "Iterative quantization: A procrustean approach to learning binary codes for large-scale image retrieval," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 12, pp. 2916-2929, Dec. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.12 , pp. 2916-2929
    • Gong, Y.1    Lazebnik, S.2    Gordo, A.3    Perronnin, F.4
  • 11
    • 84871360369 scopus 로고    scopus 로고
    • Spectral hashing with semantically consistent graph for image indexing
    • Jan.
    • P. Li, M. Wang, J. Cheng, C. Xu, and H. Lu, "Spectral hashing with semantically consistent graph for image indexing," IEEE Trans. Multimedia, vol. 15, no. 1, pp. 141-152, Jan. 2013.
    • (2013) IEEE Trans. Multimedia , vol.15 , Issue.1 , pp. 141-152
    • Li, P.1    Wang, M.2    Cheng, J.3    Xu, C.4    Lu, H.5
  • 13
    • 70350660774 scopus 로고    scopus 로고
    • A posteriori multi-probe locality sensitive hashing
    • A. Joly and O. Buisson, "A posteriori multi-probe locality sensitive hashing," in Proc. 16th ACM Int. Conf. Multimedia, 2008, pp. 209-218.
    • (2008) Proc. 16th ACM Int. Conf. Multimedia , pp. 209-218
    • Joly, A.1    Buisson, O.2
  • 14
    • 84858740468 scopus 로고    scopus 로고
    • Learning to hash with binary reconstructive embeddings
    • Jul.
    • B. Kulis and T. Darrell, "Learning to hash with binary reconstructive embeddings," in Proc. 23rd Annu. Conf. NIPS, Jul. 2009, pp. 1042-1050.
    • (2009) Proc. 23rd Annu. Conf. NIPS , pp. 1042-1050
    • Kulis, B.1    Darrell, T.2
  • 15
    • 79954525255 scopus 로고    scopus 로고
    • Locality-sensitive binary codes from shift-invariant kernels
    • M. Raginsky and S. Lazebnik, "Locality-sensitive binary codes from shift-invariant kernels," in Proc. NIPS, 2009, pp. 1509-1517.
    • (2009) Proc. NIPS , pp. 1509-1517
    • Raginsky, M.1    Lazebnik, S.2
  • 16
    • 84860241633 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing
    • Jun.
    • B. Kulis and K. Grauman, "Kernelized locality-sensitive hashing," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 6, pp. 1092-1104, Jun. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.6 , pp. 1092-1104
    • Kulis, B.1    Grauman, K.2
  • 17
    • 84877744783 scopus 로고    scopus 로고
    • Super-bit locality-sensitive hashing
    • J. Ji, J. Li, S. Yan, B. Zhang, and Q. Tian, "Super-bit locality-sensitive hashing," in Proc. NIPS, 2012, pp. 108-116.
    • (2012) Proc. NIPS , pp. 108-116
    • Ji, J.1    Li, J.2    Yan, S.3    Zhang, B.4    Tian, Q.5
  • 18
    • 84872738893 scopus 로고    scopus 로고
    • Query-adaptive image search with hash codes
    • Feb.
    • Y.-G. Jiang, J. Wang, X. Xue, and S.-F. Chang, "Query-adaptive image search with hash codes," IEEE Trans. Multimedia, vol. 15, no. 2, pp. 442-453, Feb. 2013.
    • (2013) IEEE Trans. Multimedia , vol.15 , Issue.2 , pp. 442-453
    • Jiang, Y.-G.1    Wang, J.2    Xue, X.3    Chang, S.-F.4
  • 19
    • 84887335834 scopus 로고    scopus 로고
    • Binary code ranking with weighted hamming distance
    • Jun.
    • L. Zhang, Y. Zhang, J. Tang, K. Lu, and Q. Tian, "Binary code ranking with weighted hamming distance," in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 1586-1593.
    • (2013) Proc. IEEE Conf. CVPR , pp. 1586-1593
    • Zhang, L.1    Zhang, Y.2    Tang, J.3    Lu, K.4    Tian, Q.5
  • 20
    • 84901063974 scopus 로고    scopus 로고
    • A prior-free weighting scheme for binary code ranking
    • Jun.
    • Y. Zhang, L. Zhang, and Q. Tian, "A prior-free weighting scheme for binary code ranking," IEEE Trans. Multimedia, vol. 16, no. 4, pp. 1127-1139, Jun. 2014.
    • (2014) IEEE Trans. Multimedia , vol.16 , Issue.4 , pp. 1127-1139
    • Zhang, Y.1    Zhang, L.2    Tian, Q.3
  • 21
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, no. 5500, pp. 2323-2326, Dec. 2000. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 23
    • 0000681228 scopus 로고    scopus 로고
    • A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces
    • R. Weber, H.-J. Schek, and S. Blott, "A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces," in Proc. 24th Int. Conf. VLDB, 1998, pp. 194-205.
    • (1998) Proc. 24th Int. Conf. VLDB , pp. 194-205
    • Weber, R.1    Schek, H.-J.2    Blott, S.3
  • 24
    • 77953324416 scopus 로고    scopus 로고
    • Locality sensitive hashing: A comparison of hash function types and querying mechanisms
    • Aug.
    • L. Paulevé, H. Jégou, and L. Amsaleg, "Locality sensitive hashing: A comparison of hash function types and querying mechanisms," Pattern Recognit. Lett., vol. 31, no. 11, pp. 1348-1358, Aug. 2010.
    • (2010) Pattern Recognit. Lett. , vol.31 , Issue.11 , pp. 1348-1358
    • Paulevé, L.1    Jégou, H.2    Amsaleg, L.3
  • 25
    • 78649317568 scopus 로고    scopus 로고
    • Product quantization for nearest neighbor search
    • Jan.
    • H. Jegou, M. Douze, and C. Schmid, "Product quantization for nearest neighbor search," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 1, pp. 117-128, Jan. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.1 , pp. 117-128
    • Jegou, H.1    Douze, M.2    Schmid, C.3
  • 27
    • 84866599725 scopus 로고    scopus 로고
    • Spline regression hashing for fast image search
    • Oct.
    • Y. Liu, F. Wu, Y. Yang, Y. Zhuang, and A. Hauptmann, "Spline regression hashing for fast image search," IEEE Trans. Image Process., vol. 21, no. 10, pp. 4480-4491, Oct. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.10 , pp. 4480-4491
    • Liu, Y.1    Wu, F.2    Yang, Y.3    Zhuang, Y.4    Hauptmann, A.5
  • 29
    • 84866633311 scopus 로고    scopus 로고
    • Robust video hashing via multilinear subspace projections
    • Oct.
    • M. Li and V. Monga, "Robust video hashing via multilinear subspace projections," IEEE Trans. Image Process., vol. 21, no. 10, pp. 4397-4409, Oct. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.10 , pp. 4397-4409
    • Li, M.1    Monga, V.2
  • 30
    • 84911432256 scopus 로고    scopus 로고
    • Packing and padding: Coupled multi-index for accurate image retrieval
    • Feb.
    • L. Zheng, S. Wang, Z. Liu, and Q. Tian, "Packing and padding: Coupled multi-index for accurate image retrieval," in Proc. CVPR, Feb. 2014.
    • (2014) Proc. CVPR
    • Zheng, L.1    Wang, S.2    Liu, Z.3    Tian, Q.4
  • 32
    • 84955245129 scopus 로고    scopus 로고
    • Multi-probe LSH: Efficient indexing for high-dimensional similarity search
    • L. Qin, W. Josephson, Z. Wang, M. Charikar, and K. Li, "Multi-probe LSH: Efficient indexing for high-dimensional similarity search," in Proc. 33rd Int. Conf. VLDB, 2007, pp. 950-961.
    • (2007) Proc. 33rd Int. Conf. VLDB , pp. 950-961
    • Qin, L.1    Josephson, W.2    Wang, Z.3    Charikar, M.4    Li, K.5
  • 33
    • 84867598685 scopus 로고    scopus 로고
    • Anti-sparse coding for approximate nearest neighbor search
    • Mar.
    • H. Jégou, T. Furon, and J.-J. Fuchs, "Anti-sparse coding for approximate nearest neighbor search," in Proc. IEEE ICASSP, Mar. 2012, pp. 2029-2032.
    • (2012) Proc. IEEE ICASSP , pp. 2029-2032
    • Jégou, H.1    Furon, T.2    Fuchs, J.-J.3
  • 34
    • 77953218689 scopus 로고    scopus 로고
    • Random features for large-scale kernel machines
    • A. Rahimi and B. Recht, "Random features for large-scale kernel machines," in Proc. NIPS, 2007, pp. 1177-1184.
    • (2007) Proc. NIPS , pp. 1177-1184
    • Rahimi, A.1    Recht, B.2
  • 36
    • 84877741460 scopus 로고    scopus 로고
    • Isotropic hashing
    • W. Kong and W.-J. Li, "Isotropic hashing," in Proc. NIPS, 2012, pp. 1655-1663.
    • (2012) Proc. NIPS , pp. 1655-1663
    • Kong, W.1    Li, W.-J.2
  • 37
    • 84871360369 scopus 로고    scopus 로고
    • Spectral hashing with semantically consistent graph for image indexing
    • Jan.
    • P. Li, M. Wang, J. Cheng, C. Xu, and H. Lu, "Spectral hashing with semantically consistent graph for image indexing," IEEE Trans. Multimedia, vol. 15, no. 1, pp. 141-152, Jan. 2013.
    • (2013) IEEE Trans. Multimedia , vol.15 , Issue.1 , pp. 141-152
    • Li, P.1    Wang, M.2    Cheng, J.3    Xu, C.4    Lu, H.5
  • 38
    • 77956496400 scopus 로고    scopus 로고
    • Sequential projection learning for hashing with compact codes
    • J. Wang, S. Kumar, and S.-F. Chang, "Sequential projection learning for hashing with compact codes," in Proc. 27th ICML, 2010, pp. 1127-1134.
    • (2010) Proc. 27th ICML , pp. 1127-1134
    • Wang, J.1    Kumar, S.2    Chang, S.-F.3
  • 39
    • 84863160775 scopus 로고    scopus 로고
    • Semi-supervised discriminant hashing
    • Dec.
    • S. Kim and S. Choi, "Semi-supervised discriminant hashing," in Proc. IEEE 11th ICDM, Dec. 2011, pp. 1122-1127.
    • (2011) Proc. IEEE 11th ICDM , pp. 1122-1127
    • Kim, S.1    Choi, S.2
  • 41
    • 4344599431 scopus 로고    scopus 로고
    • Learning eigenfunctions links spectral embedding and kernel PCA
    • DOI 10.1162/0899766041732396
    • Y. Bengio, O. Delalleau, N. Le Roux, J.-F. Paiement, P. Vincent, and M. Ouimet, "Learning eigenfunctions links spectral embedding and kernel PCA," Neural Comput., vol. 16, no. 10, pp. 2197-2219, 2004. (Pubitemid 39137820)
    • (2004) Neural Computation , vol.16 , Issue.10 , pp. 2197-2219
    • Bengio, Y.1    Delalleau, O.2    Le Roux, N.3    Paiement, J.-F.4    Vincent, P.5    Ouimet, M.6
  • 42
    • 80052110460 scopus 로고    scopus 로고
    • Composite hashing with multiple information sources
    • D. Zhang, F. Wang, and L. Si, "Composite hashing with multiple information sources," in Proc. 34th Int. ACM SIGIR Conf., 2011, pp. 225-234.
    • (2011) Proc. 34th Int. ACM SIGIR Conf. , pp. 225-234
    • Zhang, D.1    Wang, F.2    Si, L.3
  • 43
    • 54249097427 scopus 로고    scopus 로고
    • Learning to hash: Forgiving hash functions and applications
    • Dec.
    • S. Baluja and M. Covell, "Learning to hash: Forgiving hash functions and applications," J. Data Mining Knowl. Discovery, vol. 17, no. 3, pp. 402-430, Dec. 2008.
    • (2008) J. Data Mining Knowl. Discovery , vol.17 , Issue.3 , pp. 402-430
    • Baluja, S.1    Covell, M.2
  • 44
    • 77956008923 scopus 로고    scopus 로고
    • Large-scale image categorization with explicit data embedding
    • Jun.
    • F. Perronnin, J. Sánchez, and Y. Liu, "Large-scale image categorization with explicit data embedding," in Proc. IEEE Conf. CVPR, Jun. 2010, pp. 2297-2304.
    • (2010) Proc. IEEE Conf. CVPR , pp. 2297-2304
    • Perronnin, F.1    Sánchez, J.2    Liu, Y.3
  • 45
    • 84856194352 scopus 로고    scopus 로고
    • Efficient additive kernels via explicit feature maps
    • Mar.
    • A. Vedaldi and A. Zisserman, "Efficient additive kernels via explicit feature maps," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 480-492, Mar. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.3 , pp. 480-492
    • Vedaldi, A.1    Zisserman, A.2
  • 46
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • DOI 10.1023/A:1011139631724
    • A. Oliva and A. B. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int. J. Comput. Vis., vol. 42, no. 3, pp. 145-175, May 2001. (Pubitemid 32680801)
    • (2001) International Journal of Computer Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 47
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Nov.
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.