메뉴 건너뛰기




Volumn 26, Issue 1, 2017, Pages 107-118

Sequential discrete hashing for scalable cross-modality similarity retrieval

Author keywords

bitwise; Cross modality retrieval; discrete optimization; hashing; unified hash code

Indexed keywords

BINARY CODES; BINS; CODES (SYMBOLS); IMAGE RETRIEVAL; NEAREST NEIGHBOR SEARCH; OPTIMIZATION;

EID: 85011954473     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2016.2619262     Document Type: Article
Times cited : (82)

References (56)
  • 1
  • 2
    • 84888343222 scopus 로고    scopus 로고
    • Effective multiple feature hashing for large-scale near-duplicate video retrieval
    • Dec
    • J. Song, Y. Yang, Z. Huang, H. T. Shen, and J. Luo, "Effective multiple feature hashing for large-scale near-duplicate video retrieval," IEEE Trans. Multimedia, vol. 15, no. 8, pp. 1997-2008, Dec. 2013.
    • (2013) IEEE Trans. Multimedia , vol.15 , Issue.8 , pp. 1997-2008
    • Song, J.1    Yang, Y.2    Huang, Z.3    Shen, H.T.4    Luo, J.5
  • 4
    • 84866034209 scopus 로고    scopus 로고
    • Learning hash functions for cross-view similarity search
    • S. Kumar and R. Udupa, "Learning hash functions for cross-view similarity search," in Proc. Int. Joint Conf. Artif. Intell., 2011, pp. 1360-1365.
    • (2011) Proc. Int. Joint Conf. Artif. Intell , pp. 1360-1365
    • Kumar, S.1    Udupa, R.2
  • 5
    • 84930628204 scopus 로고    scopus 로고
    • Multiview alignment hashing for efficient image search
    • Mar
    • L. Liu, M. Yu, and L. Shao, "Multiview alignment hashing for efficient image search," IEEE Trans. Image Process., vol. 24, no. 3, pp. 956-966, Mar. 2015.
    • (2015) IEEE Trans. Image Process. , vol.24 , Issue.3 , pp. 956-966
    • Liu, L.1    Yu, M.2    Shao, L.3
  • 6
    • 84866037322 scopus 로고    scopus 로고
    • A probabilistic model for multimodal hash function learning
    • Y. Zhen and D.-Y. Yeung, "A probabilistic model for multimodal hash function learning," in Proc. SIGKDD, 2012, pp. 940-948.
    • (2012) Proc. SIGKDD , pp. 940-948
    • Zhen, Y.1    Yeung, D.-Y.2
  • 10
    • 84962677522 scopus 로고    scopus 로고
    • Query-adaptive reciprocal hash tables for nearest neighbor search
    • Feb
    • X. Liu, C. Deng, B. Lang, D. Tao, and X. Li, "Query-adaptive reciprocal hash tables for nearest neighbor search," IEEE Trans. Image Process., vol. 25, no. 2, pp. 907-919, Feb. 2016.
    • (2016) IEEE Trans. Image Process. , vol.25 , Issue.2 , pp. 907-919
    • Liu, X.1    Deng, C.2    Lang, B.3    Tao, D.4    Li, X.5
  • 11
  • 12
    • 0032083561 scopus 로고    scopus 로고
    • Multidimensional access methods
    • Jun
    • V. Gaede and O. Günther, "Multidimensional access methods," ACM Comput. Surv., vol. 30, no. 2, pp. 170-231, Jun. 1998.
    • (1998) ACM Comput. Surv. , vol.30 , Issue.2 , pp. 170-231
    • Gaede, V.1    Günther, O.2
  • 13
    • 84952631532 scopus 로고    scopus 로고
    • Semi-supervised constraints preserving hashing
    • Nov
    • D. Wang, X. Gao, and X. Wang, "Semi-supervised constraints preserving hashing," Neurocomputing, vol. 167, pp. 230-242, Nov. 2015.
    • (2015) Neurocomputing , vol.167 , pp. 230-242
    • Wang, D.1    Gao, X.2    Wang, X.3
  • 14
    • 84871390155 scopus 로고    scopus 로고
    • Submodular video hashing: A unified framework towards video pooling and indexing
    • L. Cao, Z. Li, Y. Mu, and S.-F. Chang, "Submodular video hashing: A unified framework towards video pooling and indexing," in Proc. 20th ACM Int. Conf. Multimedia, 2012, pp. 299-308.
    • (2012) Proc. 20th ACM Int. Conf. Multimedia , pp. 299-308
    • Cao, L.1    Li, Z.2    Mu, Y.3    Chang, S.-F.4
  • 16
    • 84943156754 scopus 로고    scopus 로고
    • Structure sensitive hashing with adaptive product quantization
    • Oct
    • X. Liu, B. Du, C. Deng, M. Liu, and B. Lang, "Structure sensitive hashing with adaptive product quantization," IEEE Trans. Cybern., vol. 46, no. 10, pp. 2252-2264, Oct. 2016.
    • (2016) IEEE Trans. Cybern. , vol.46 , Issue.10 , pp. 2252-2264
    • Liu, X.1    Du, B.2    Deng, C.3    Liu, M.4    Lang, B.5
  • 17
    • 84866599725 scopus 로고    scopus 로고
    • Spline regression hashing for fast image search
    • Oct
    • Y. Liu, F. Wu, Y. Yang, Y. Zhuang, and A. G. 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.G.5
  • 20
    • 0001944742 scopus 로고    scopus 로고
    • Similarity search in high dimensions via hashing
    • A. Gionis, P. Indyk, and R. Motwani, "Similarity search in high dimensions via hashing," in Proc. VLDB, 1999, pp. 518-529.
    • (1999) Proc. VLDB , pp. 518-529
    • Gionis, A.1    Indyk, P.2    Motwani, R.3
  • 21
    • 84865410773 scopus 로고    scopus 로고
    • Semi-supervised hashing for largescale search
    • Dec
    • J. Wang, S. Kumar, and S.-F. Chang, "Semi-supervised hashing for largescale 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
  • 22
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • Oct
    • B. Kulis and K. Grauman, "Kernelized locality-sensitive hashing for scalable image search," in Proc. IEEE 12th Int. Conf. Comput. Vis., Oct. 2009, pp. 2130-2137.
    • (2009) Proc. IEEE 12th Int. Conf. Comput. Vis. , pp. 2130-2137
    • Kulis, B.1    Grauman, K.2
  • 23
    • 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. 2013.
    • (2013) 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
  • 28
    • 84908164811 scopus 로고    scopus 로고
    • Large-scale supervised multimodal hashing with semantic correlation maximization
    • D. Zhang and W.-J. Li, "Large-scale supervised multimodal hashing with semantic correlation maximization," in Proc. Assoc. Adv. Artif. Intell. Conf., 2014, pp. 2177-2183.
    • (2014) Proc. Assoc. Adv. Artif. Intell. Conf , pp. 2177-2183
    • Zhang, D.1    Li, W.-J.2
  • 33
    • 84937868714 scopus 로고    scopus 로고
    • Asymmetric LSH (ALSH) for sublinear time maximum inner product search (MIPS)
    • A. Shrivastava and P. Li, "Asymmetric LSH (ALSH) for sublinear time maximum inner product search (MIPS)," in Proc. Adv. Neural Inf. Process. Syst., 2014, pp. 2321-2329.
    • (2014) Proc. Adv. Neural Inf. Process. Syst , pp. 2321-2329
    • Shrivastava, A.1    Li, P.2
  • 35
    • 84973924387 scopus 로고    scopus 로고
    • Projection bank: From high-dimensional data to medium-length binary codes
    • Dec
    • L. Liu, M. Yu, and L. Shao, "Projection bank: From high-dimensional data to medium-length binary codes," in Proc. Int. Conf. Comput. Vis., Dec. 2015, pp. 2821-2829.
    • (2015) Proc. Int. Conf. Comput. Vis. , pp. 2821-2829
    • Liu, L.1    Yu, M.2    Shao, L.3
  • 36
    • 84973916142 scopus 로고    scopus 로고
    • Latent structure preserving hashing
    • Z. Cai, L. Liu, M. Yu, and L. Shao, "Latent structure preserving hashing," in Proc. BMVC, 2016, pp. 1-19.
    • (2016) Proc. BMVC , pp. 1-19
    • Cai, Z.1    Liu, L.2    Yu, M.3    Shao, L.4
  • 37
    • 84979225430 scopus 로고    scopus 로고
    • Latent structure preserving hashing
    • doi: 10.1007/s11263-016-0931-4
    • L. Liu, M. Yu, and L. Shao, "Latent structure preserving hashing," Int. J. Comput. Vis., 2016, doi: 10.1007/s11263-016-0931-4.
    • (2016) Int. J. Comput. Vis
    • Liu, L.1    Yu, M.2    Shao, L.3
  • 38
    • 84903137922 scopus 로고    scopus 로고
    • Robust hashing with local models for approximate similarity search
    • Jul
    • J. Song, Y. Yang, X. Li, Z. Huang, and Y. Yang, "Robust hashing with local models for approximate similarity search," IEEE Trans. Cybern., vol. 44, no. 7, pp. 1225-1236, Jul. 2014.
    • (2014) IEEE Trans. Cybern. , vol.44 , Issue.7 , pp. 1225-1236
    • Song, J.1    Yang, Y.2    Li, X.3    Huang, Z.4    Yang, Y.5
  • 39
    • 84923292231 scopus 로고    scopus 로고
    • Database saliency for fast image retrieval
    • Mar
    • Y. Gao, M. Shi, D. Tao, and C. Xu, "Database saliency for fast image retrieval," IEEE Trans. Multimedia, vol. 17, no. 3, pp. 359-369, Mar. 2015.
    • (2015) IEEE Trans. Multimedia , vol.17 , Issue.3 , pp. 359-369
    • Gao, Y.1    Shi, M.2    Tao, D.3    Xu, C.4
  • 40
    • 84979823426 scopus 로고    scopus 로고
    • Learning to rank using user clicks and visual features for image retrieval
    • Apr
    • J. Yu, D. Tao, M. Wang, and Y. Rui, "Learning to rank using user clicks and visual features for image retrieval," IEEE Trans. Cybern., vol. 45, no. 4, pp. 767-779, Apr. 2015.
    • (2015) IEEE Trans. Cybern. , vol.45 , Issue.4 , pp. 767-779
    • Yu, J.1    Tao, D.2    Wang, M.3    Rui, Y.4
  • 42
    • 84944145006 scopus 로고    scopus 로고
    • Unsupervised local feature hashing for image similarity search
    • Nov
    • L. Liu, M. Yu, and L. Shao, "Unsupervised local feature hashing for image similarity search," IEEE Trans. Cybern., vol. 46, no. 11, pp. 2548-2558, Nov. 2016.
    • (2016) IEEE Trans. Cybern. , vol.46 , Issue.11 , pp. 2548-2558
    • Liu, L.1    Yu, M.2    Shao, L.3
  • 45
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting (with discussion and a rejoinder by the authors)
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting (with discussion and a rejoinder by the authors)," Ann. Statist., vol. 28, no. 2, pp. 337-407, 2000.
    • (2000) Ann. Statist. , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 46
    • 85015271317 scopus 로고    scopus 로고
    • Sequential compact code learning for unsupervised image hashing
    • to be published doi: 10.1109/TNNLS.2015.2495345
    • L. Liu and L. Shao, "Sequential compact code learning for unsupervised image hashing," IEEE Trans. Neural Netw. Learn. Syst., to be published, doi: 10.1109/TNNLS.2015.2495345.
    • IEEE Trans. Neural Netw. Learn. Syst.
    • Liu, L.1    Shao, L.2
  • 47
    • 85009494321 scopus 로고    scopus 로고
    • Compressive sequential learning for action similarity labeling
    • Feb
    • J. Qin, L. Liu, Z. Zhang, Y. Wang, and L. Shao, "Compressive sequential learning for action similarity labeling," IEEE Trans. Image Process., vol. 25, no. 2, pp. 756-769, Feb. 2016.
    • (2016) IEEE Trans. Image Process. , vol.25 , Issue.2 , pp. 756-769
    • Qin, J.1    Liu, L.2    Zhang, Z.3    Wang, Y.4    Shao, L.5
  • 49
    • 70450212537 scopus 로고    scopus 로고
    • Regularization methods for semidefinite programming
    • J. Malick, J. Povh, F. Rendl, and A. Wiegele, "Regularization methods for semidefinite programming," SIAM J. Optim., vol. 20, no. 1, pp. 336-356, 2009.
    • (2009) SIAM J. Optim. , vol.20 , Issue.1 , pp. 336-356
    • Malick, J.1    Povh, J.2    Rendl, F.3    Wiegele, A.4
  • 53
    • 78650967345 scopus 로고    scopus 로고
    • A new approach to cross-modal multimedia retrieval
    • N. Rasiwasia et al., "A new approach to cross-modal multimedia retrieval," in Proc. Int. Conf. Multimedia, 2010, pp. 251-260.
    • (2010) Proc. Int. Conf. Multimedia , pp. 251-260
    • Rasiwasia, N.1
  • 54
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 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.