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Volumn , Issue , 2009, Pages 1873-1880

Nonnegative matrix factorization with Earth Mover's Dmetric

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; FACE RECOGNITION; FACTORIZATION; ITERATIVE METHODS; LINEAR PROGRAMMING; TEXTURES;

EID: 70450208929     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2009.5206834     Document Type: Conference Paper
Times cited : (33)

References (26)
  • 1
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. fisherfaces: Recognition using class specific linear projection
    • P. N. Bellhumer, J. Hespanha, and D. Kriegman. Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. PAMI, 17(7):711-720, 1997.
    • (1997) PAMI , vol.17 , Issue.7 , pp. 711-720
    • Bellhumer, P.N.1    Hespanha, J.2    Kriegman, D.3
  • 3
    • 37249063252 scopus 로고    scopus 로고
    • Statistical estimation of histogram variation for texture classification
    • R. E. Broadhurst. Statistical estimation of histogram variation for texture classification. In Texture Analysis and Synthesis Workshop, ICCV, pages 25-30, 2005.
    • (2005) Texture Analysis and Synthesis Workshop, ICCV , pp. 25-30
    • Broadhurst., R.E.1
  • 4
    • 0026536967 scopus 로고
    • Psychophysical support for a two-dimensional view interpolation theory of object recognition
    • January
    • H. H. Bülthoff and S. Edelman. Psychophysical support for a two-dimensional view interpolation theory of object recognition. In PNAS, volume 89, pages 60-64, January 1992.
    • (1992) PNAS , vol.89 , pp. 60-64
    • Bülthoff, H.H.1    Edelman, S.2
  • 5
    • 84864031935 scopus 로고    scopus 로고
    • Generalized nonnegative matrix approximations with Bregman divergences
    • I. Dhillon and S. Sra. Generalized nonnegative matrix approximations with Bregman divergences. In NIPS, volume 18, pages 283-290, 2006.
    • (2006) NIPS , vol.18 , pp. 283-290
    • Dhillon, I.1    Sra, S.2
  • 6
    • 23744456750 scopus 로고    scopus 로고
    • When does non-negative matrix factorization give a correct decomposition into parts
    • D. Donoho and V. Stodden. When does non-negative matrix factorization give a correct decomposition into parts? In NIPS, 2003.
    • (2003) NIPS
    • Donoho, D.1    Stodden, V.2
  • 7
    • 5044239992 scopus 로고    scopus 로고
    • Fast contour matching using approximate earth mover's distance
    • K. Grauman and T. Darrel. Fast contour matching using approximate earth mover's distance. In CVPR, volume 1, pages 220-227, 2004.
    • (2004) CVPR , vol.1 , pp. 220-227
    • Grauman, K.1    Darrel., T.2
  • 8
    • 70450182162 scopus 로고    scopus 로고
    • Analysis of l2-loss for probabilistically valid factorizations under general additive noise
    • T. Hazan and A. Shashua. Analysis of l2-loss for probabilistically valid factorizations under general additive noise. Technical Report 2007-13, The Hebrew University, 2007.
    • (2007) Technical Report 2007-13, The Hebrew University
    • Hazan, T.1    Shashua, A.2
  • 9
    • 33745765253 scopus 로고    scopus 로고
    • Learning sparse representations by non-negative matrix factorization and sequential cone programming
    • M. Heiler and C. Schnörr. Learning sparse representations by non-negative matrix factorization and sequential cone programming. J. Mach. Learn. Res., 7:1385-1407, 2006.
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 1385-1407
    • Heiler, M.1    Schnörr., C.2
  • 11
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • P. Hoyer. Non-negative matrix factorization with sparseness constraints. J. Mach. Learn. Res. 5:1457-1469, 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 1457-1469
    • Hoyer, P.1
  • 12
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • October
    • D. D. Lee and H. S. Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401(6755):788- 791, October 1999.
    • (1999) Nature , vol.401 , Issue.6755 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 13
    • 84898964201 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • D. D. Lee and H. S. Seung. Algorithms for non-negative matrix factorization. NIPS, 13:556-562, 2001.
    • (2001) NIPS , vol.13 , pp. 556-562
    • Lee, D.D.1    Seung., H.S.2
  • 14
    • 0035358496 scopus 로고    scopus 로고
    • Representing and recognizing the visual appearance of materials using three-dimensional textons
    • June
    • T. Leung and J. Malik. Representing and recognizing the visual appearance of materials using three-dimensional textons. IJCV, 43(1):29-44, June 2001.
    • (2001) IJCV , vol.43 , Issue.1 , pp. 29-44
    • Leung, T.1    Malik, J.2
  • 15
    • 0034843832 scopus 로고    scopus 로고
    • The earth mover's distance is the mallows distance: Some insights from statistics
    • E. Levina and P. Bickel. The earth mover's distance is the mallows distance: some insights from statistics. In ICCV, volume 2, pages 251-256, 2001.
    • (2001) ICCV , vol.2 , pp. 251-256
    • Levina, E.1    Bickel., P.2
  • 16
    • 0035683536 scopus 로고    scopus 로고
    • Learning spatially localized, parts-based representation
    • S. Li, X. Hou, H. Zhang, and Q. Cheng. Learning spatially localized, parts-based representation. In CVPR, pages 207- 212, 2001.
    • (2001) CVPR , pp. 207-212
    • Li, S.1    Hou, X.2    Zhang, H.3    Cheng., Q.4
  • 18
    • 0028561099 scopus 로고
    • Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
    • P. Paatero and U. Tapper. Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values. Environmetrics, 5(2):111-126, 1994.
    • (1994) Environmetrics , vol.5 , Issue.2 , pp. 111-126
    • Paatero, P.1    Tapper., U.2
  • 21
    • 52249118561 scopus 로고    scopus 로고
    • Unsupervised estimation of segmentation quality using nonnegative factorization
    • R. Sandler and M. Lindenbaum. Unsupervised estimation of segmentation quality using nonnegative factorization. In CVPR, pages 1-8, 2008.
    • (2008) CVPR , pp. 1-8
    • Sandler, R.1    Lindenbaum, M.2
  • 22
    • 52249083734 scopus 로고    scopus 로고
    • Approximate earth mover's distance in linear time
    • Shirdhonkar and D. Jacobs. Approximate earth mover's distance in linear time. In CVPR, pages 1-8, 2008.
    • (2008) CVPR , pp. 1-8
    • Shirdhonkar1    Jacobs., D.2
  • 23
    • 51949085356 scopus 로고    scopus 로고
    • Pose primitive based human action recognition in videos or still images
    • C. Thurau and V. Hlavac. Pose primitive based human action recognition in videos or still images. In CVPR, pages 1-8, 2008.
    • (2008) CVPR , pp. 1-8
    • Thurau, C.1    Hlavac., V.2
  • 25
    • 0022267873 scopus 로고
    • A distance metric for multidimensional histograms
    • M. Werman, S. Peleg, and A. Rosenfeld. A distance metric for multidimensional histograms. In CVGIP, volume 32, pages 328-336, 1985.
    • (1985) CVGIP , vol.32 , pp. 328-336
    • Werman, M.1    Peleg, S.2    Rosenfeld, A.3
  • 26


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.