메뉴 건너뛰기




Volumn , Issue , 2013, Pages 455-464

Online multi-modal distance learning for scalable multimedia retrieval

Author keywords

graph laplacian; multi modal distance; multimedia retrieval; online learning

Indexed keywords

DISTANCE FUNCTIONS; GRAPH LAPLACIAN; HETEROGENEOUS SOURCES; MULTI-MODAL; MULTI-MODAL DATA; MULTI-MODAL IMAGE; MULTIMEDIA APPLICATIONS; MULTIMEDIA RETRIEVAL; MULTIPLE KERNELS; ONLINE LEARNING; REAL-WORLD APPLICATION; RETRIEVAL APPLICATIONS; STATE-OF-THE-ART TECHNIQUES;

EID: 84874266996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2433396.2433453     Document Type: Conference Paper
Times cited : (25)

References (54)
  • 5
    • 0035789317 scopus 로고    scopus 로고
    • Random projection in dimensionality reduction: Applications to image and text data
    • E. Bingham and H. Mannila. Random projection in dimensionality reduction: applications to image and text data. In KDD, pages 245-250, 2001.
    • (2001) KDD , pp. 245-250
    • Bingham, E.1    Mannila, H.2
  • 6
    • 33847024933 scopus 로고    scopus 로고
    • Kernel-based distance metric learning for content-based image retrieval
    • DOI 10.1016/j.imavis.2006.05.013, PII S0262885606001600
    • H. Chang and D.-Y. Yeung. Kernel-based distance metric learning for content-based image retrieval. Image Vision Comput., 25(5):695-703, 2007. (Pubitemid 46275172)
    • (2007) Image and Vision Computing , vol.25 , Issue.5 , pp. 695-703
    • Chang, H.1    Yeung, D.-Y.2
  • 9
    • 85067032737 scopus 로고    scopus 로고
    • On feature combination for multiclass object classification
    • P. V. Gehler and S. Nowozin. On feature combination for multiclass object classification. In ICCV, pages 221-228, 2009.
    • (2009) ICCV , pp. 221-228
    • Gehler, P.V.1    Nowozin, S.2
  • 11
    • 46149118255 scopus 로고    scopus 로고
    • A discriminative kernel-based approach to rank images from text queries
    • D. Grangier and S. Bengio. A discriminative kernel-based approach to rank images from text queries. IEEE Trans. Pattern Anal. Mach. Intell., 30(8):1371-1384, 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.8 , pp. 1371-1384
    • Grangier, D.1    Bengio, S.2
  • 13
    • 0036650802 scopus 로고    scopus 로고
    • Learning similarity measure for natural image retrieval with relevance feedback
    • G. Guo, A. K. Jain, W.-Y. Ma, and H.-J. Zhang. Learning similarity measure for natural image retrieval with relevance feedback. IEEE Transactions on Neural Networks, 13(4):811-820, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.4 , pp. 811-820
    • Guo, G.1    Jain, A.K.2    Ma, W.-Y.3    Zhang, H.-J.4
  • 17
    • 77956374577 scopus 로고    scopus 로고
    • Semi-supervised distance metric learning for collaborative image retrieval and clustering
    • Aug.
    • S. C. H. Hoi, W. Liu, and S.-F. Chang. Semi-supervised distance metric learning for collaborative image retrieval and clustering. ACM Trans. Multimedia Comput. Commun. Appl., 6(3):18:1-18:26, Aug. 2010.
    • (2010) ACM Trans. Multimedia Comput. Commun. Appl. , vol.6 , Issue.3
    • Hoi, S.C.H.1    Liu, W.2    Chang, S.-F.3
  • 19
    • 44049089172 scopus 로고    scopus 로고
    • A multimodal and multilevel ranking scheme for large-scale video retrieval
    • June
    • S. C. H. Hoi and M. R. Lyu. A multimodal and multilevel ranking scheme for large-scale video retrieval. IEEE Transactions on Multimedia, 10(4):607-619, June 2008.
    • (2008) IEEE Transactions on Multimedia , vol.10 , Issue.4 , pp. 607-619
    • Hoi, S.C.H.1    Lyu, M.R.2
  • 20
    • 33644650424 scopus 로고    scopus 로고
    • A unified log-based relevance feedback scheme for image retrieval
    • S. C. H. Hoi, M. R. Lyu, and R. Jin. A unified log-based relevance feedback scheme for image retrieval. IEEE Trans. KDE, 18(4):509-204, 2006.
    • (2006) IEEE Trans. KDE , vol.18 , Issue.4 , pp. 509-1204
    • Hoi, S.C.H.1    Lyu, M.R.2    Jin, R.3
  • 24
    • 78249240053 scopus 로고    scopus 로고
    • Online multiple kernel learning: Algorithms and mistake bounds
    • R. Jin, S. C. H. Hoi, and T. Yang. Online multiple kernel learning: Algorithms and mistake bounds. In ALT, pages 390-404, 2010.
    • (2010) ALT , pp. 390-404
    • Jin, R.1    Hoi, S.C.H.2    Yang, T.3
  • 25
    • 54849392900 scopus 로고    scopus 로고
    • Visualrank: Applying pagerank to large-scale image search
    • Y. Jing and S. Baluja. Visualrank: Applying pagerank to large-scale image search. IEEE Trans. Pattern Anal. Mach. Intell., 30(11):1877-1890, 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.11 , pp. 1877-1890
    • Jing, Y.1    Baluja, S.2
  • 26
    • 50649102858 scopus 로고    scopus 로고
    • Support kernel machines for object recognition
    • A. Kumar and C. Sminchisescu. Support kernel machines for object recognition. In ICCV, pages 1-8, 2007.
    • (2007) ICCV , pp. 1-8
    • Kumar, A.1    Sminchisescu, C.2
  • 30
    • 0038046253 scopus 로고    scopus 로고
    • Discovery of a perceptual distance function for measuring image similarity
    • B. Li, E. Y. Chang, and Y.-L. Wu. Discovery of a perceptual distance function for measuring image similarity. Multimedia Syst., 8(6):512-522, 2003.
    • (2003) Multimedia Syst. , vol.8 , Issue.6 , pp. 512-522
    • Li, B.1    Chang, E.Y.2    Wu, Y.-L.3
  • 33
    • 15044346260 scopus 로고    scopus 로고
    • Enhanced perceptual distance functions and indexing for image replica recognition
    • DOI 10.1109/TPAMI.2005.54
    • A. Qamra, Y. Meng, and E. Y. Chang. Enhanced perceptual distance functions and indexing for image replica recognition. IEEE Trans. Pattern Anal. Mach. Intell., 27(3):379-391, 2005. (Pubitemid 40377330)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.3 , pp. 379-391
    • Qamra, A.1    Meng, Y.2    Chang, E.Y.3
  • 36
    • 33746873280 scopus 로고    scopus 로고
    • Collaborative image retrieval via regularized metric learning
    • DOI 10.1007/s00530-006-0033-1
    • L. Si, R. Jin, S. C. H. Hoi, and M. R. Lyu. Collaborative image retrieval via regularized metric learning. ACM Multimedia Systems Journal, 12(1):34-44, 2006. (Pubitemid 44199915)
    • (2006) Multimedia Systems , vol.12 , Issue.1 , pp. 34-44
    • Si, L.1    Jin, R.2    Hoi, S.C.H.3    Lyu, M.R.4
  • 37
    • 31844440904 scopus 로고    scopus 로고
    • Beyond the point cloud: From transductive to semi-supervised learning
    • V. Sindhwani, P. Niyogi, and M. Belkin. Beyond the point cloud: from transductive to semi-supervised learning. In ICML, pages 824-831, 2005.
    • (2005) ICML , pp. 824-831
    • Sindhwani, V.1    Niyogi, P.2    Belkin, M.3
  • 42
    • 85162016686 scopus 로고    scopus 로고
    • Multiple kernel learning and the smo algorithm
    • S. V. N. Vishwanathan, Z. sun, N. Ampornpunt, and M. Varma. Multiple kernel learning and the smo algorithm. In NIPS, pages 2361-2369, 2010.
    • (2010) NIPS , pp. 2361-2369
    • Vishwanathan, S.V.N.1    Sun, Z.2    Ampornpunt, N.3    Varma, M.4
  • 45
    • 72449130482 scopus 로고    scopus 로고
    • Distance metric learning from uncertain side information with application to automated photo tagging
    • L. Wu, S. C. H. Hoi, R. Jin, J. Zhu, and N. Yu. Distance metric learning from uncertain side information with application to automated photo tagging. In ACM Multimedia, pages 135-144, 2009.
    • (2009) ACM Multimedia , pp. 135-144
    • Wu, L.1    Hoi, S.C.H.2    Jin, R.3    Zhu, J.4    Yu, N.5
  • 46
    • 77953694643 scopus 로고    scopus 로고
    • Semantics-preserving bag-of-words models and applications
    • July
    • L. Wu, S. C. H. Hoi, and N. Yu. Semantics-preserving bag-of-words models and applications. Trans. Img. Proc., 19(7):1908-1920, July 2010.
    • (2010) Trans. Img. Proc. , vol.19 , Issue.7 , pp. 1908-1920
    • Wu, L.1    Hoi, S.C.H.2    Yu, N.3
  • 51
    • 33846040203 scopus 로고    scopus 로고
    • A kernel approach for semisupervised metric learning
    • DOI 10.1109/TNN.2006.883723
    • D.-Y. Yeung and H. Chang. A kernel approach for semisupervised metric learning. IEEE Transactions on Neural Networks, 18(1):141-149, 2007. (Pubitemid 46062923)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 141-149
    • Yeung, D.-Y.1    Chang, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.