메뉴 건너뛰기




Volumn , Issue , 2012, Pages 1600-1607

See all by looking at a few: Sparse modeling for finding representative objects

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER CENTERS; CONVEX HULL; DATA MATRICES; DATA POINTS; DATA SETS; LARGE DATASETS; LINEAR COMBINATIONS; REPRESENTATIVE OBJECT; SPARSE CODES; SPARSE MULTIPLES; THEORETICAL FOUNDATIONS; VIDEO SUMMARIZATION;

EID: 84866685721     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247852     Document Type: Conference Paper
Times cited : (412)

References (40)
  • 1
    • 77955988114 scopus 로고    scopus 로고
    • The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representations
    • 4, 3, 6
    • M. Aharon, M. Elad, and A. M. Bruckstein. The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representations. IEEE TIP, 2006. 2, 3, 6
    • (2006) IEEE TIP
    • Aharon, M.1    Elad, M.2    Bruckstein, A.M.3
  • 3
    • 38349013721 scopus 로고    scopus 로고
    • Lambertian reflection and linear subspaces
    • 7
    • R. Basri and D. Jacobs. Lambertian reflection and linear subspaces. IEEE TPAMI, 2003. 7
    • (2003) IEEE TPAMI
    • Basri, R.1    Jacobs, D.2
  • 5
    • 84866726489 scopus 로고    scopus 로고
    • An improved approximation algorithm for the column subset selection problem
    • 1
    • C. Boutsidis, M.W. Mahoney, and P. Drineas. An improved approximation algorithm for the column subset selection problem. Proceedings of SODA, 2009. 1
    • (2009) Proceedings of SODA
    • Boutsidis, C.1    Mahoney, M.W.2    Drineas, P.3
  • 6
  • 11
    • 70450184118 scopus 로고    scopus 로고
    • Sparse subspace clustering
    • 2, 5
    • E. Elhamifar and R. Vidal. Sparse subspace clustering. CVPR, 2009. 2, 5
    • (2009) CVPR
    • Elhamifar, E.1    Vidal, R.2
  • 12
    • 80052897165 scopus 로고    scopus 로고
    • Robust classification using structured sparse representation
    • 7
    • E. Elhamifar and R. Vidal. Robust classification using structured sparse representation. CVPR, 2011. 7
    • (2011) CVPR
    • Elhamifar, E.1    Vidal, R.2
  • 13
    • 85162319688 scopus 로고    scopus 로고
    • Sparse manifold clustering and embedding
    • 7
    • E. Elhamifar and R. Vidal. Sparse manifold clustering and embedding. NIPS, 2011. 7
    • (2011) NIPS
    • Elhamifar, E.1    Vidal, R.2
  • 14
    • 84863970193 scopus 로고    scopus 로고
    • Block-sparse recovery via convex optimization
    • 7
    • E. Elhamifar and R. Vidal. Block-sparse recovery via convex optimization. IEEE TSP, 2012. 7
    • (2012) IEEE TSP
    • Elhamifar, E.1    Vidal, R.2
  • 15
    • 84911375696 scopus 로고    scopus 로고
    • Sparse subspace clustering: Algorithm, theory, and applications
    • submitted. 4, 5, 7
    • E. Elhamifar and R. Vidal. Sparse subspace clustering: Algorithm, theory, and applications. IEEE TPAMI, submitted., Available: http://arxiv.org/abs/1203. 1005. 2, 5, 7
    • IEEE TPAMI
    • Elhamifar, E.1    Vidal, R.2
  • 16
    • 0032627073 scopus 로고    scopus 로고
    • Method of optimal directions for frame design
    • 3
    • K. Engan, S. O. Aase, and J. H. Husoy. Method of optimal directions for frame design. ICASSP, 1999. 3
    • (1999) ICASSP
    • Engan, K.1    Aase, S.O.2    Husoy, J.H.3
  • 18
    • 80052874540 scopus 로고    scopus 로고
    • A closed form solution to robust subspace estimation and clustering
    • 2, 5
    • P. Favaro, R. Vidal, and A. Ravichandran. A closed form solution to robust subspace estimation and clustering. CVPR, 2011. 2, 5
    • (2011) CVPR
    • Favaro, P.1    Vidal, R.2    Ravichandran, A.3
  • 19
    • 33847172327 scopus 로고    scopus 로고
    • Clustering by passing messages between data points
    • 1
    • B. J. Frey and D. Dueck. Clustering by passing messages between data points. Science, 2007. 1
    • (2007) Science
    • Frey, B.J.1    Dueck, D.2
  • 20
    • 0002211517 scopus 로고
    • A dual algorithm for the solution of nonlinear variational problems via finite-element approximations
    • 6
    • D. Gabay and B. Mercier. A dual algorithm for the solution of nonlinear variational problems via finite-element approximations. Comp. Math. Appl., 1976. 6
    • (1976) Comp. Math. Appl.
    • Gabay, D.1    Mercier, B.2
  • 21
    • 0003216822 scopus 로고    scopus 로고
    • Efficient algorithms for computing a strong rank-revealing qr factorization
    • 1
    • M. Gu and S. C. Eisenstat. Efficient algorithms for computing a strong rank-revealing qr factorization. SIAM Journal on Scientific Computing, 1996. 1
    • (1996) SIAM Journal on Scientific Computing
    • Gu, M.1    Eisenstat, S.C.2
  • 22
    • 0042440805 scopus 로고    scopus 로고
    • Clustering appearances of objects under varying illumination conditions
    • 6
    • J. Ho, M. H. Yang, J. Lim, K. Lee, and D. Kriegman. Clustering appearances of objects under varying illumination conditions. CVPR, 2003. 6
    • (2003) CVPR
    • Ho, J.1    Yang, M.H.2    Lim, J.3    Lee, K.4    Kriegman, D.5
  • 23
    • 84866645047 scopus 로고
    • A database for handwritten text recognition research
    • 6
    • J. J. Hull. A database for handwritten text recognition research. IEEE TPAMI, 1994. 6
    • (1994) IEEE TPAMI
    • Hull, J.J.1
  • 24
    • 80555129673 scopus 로고    scopus 로고
    • Structured variable selection with sparsity-inducing norms
    • 2
    • R. Jenatton, J. Y. Audibert, and F. Bach. Structured variable selection with sparsity-inducing norms. JMLR, 2011. 2
    • (2011) JMLR
    • Jenatton, R.1    Audibert, J.Y.2    Bach, F.3
  • 28
    • 77956004560 scopus 로고    scopus 로고
    • Acquiring linear subspaces for face recognition under variable lighting
    • 2, 7
    • K. C. Lee, J. Ho, and D. Kriegman. Acquiring linear subspaces for face recognition under variable lighting. IEEE TPAMI, 2005. 6, 7
    • (2005) IEEE TPAMI
    • Lee, K.C.1    Ho, J.2    Kriegman, D.3
  • 29
    • 77956529193 scopus 로고    scopus 로고
    • Robust subspace segmentation by low-rank representation
    • 2, 5
    • G. Liu, Z. Lin, and Y. Yu. Robust subspace segmentation by low-rank representation. ICML, 2010. 2, 5
    • (2010) ICML
    • Liu, G.1    Lin, Z.2    Yu, Y.3
  • 30
    • 51949103923 scopus 로고    scopus 로고
    • Discriminative learned dictionaries for local image analysis
    • 2, 3
    • J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Discriminative learned dictionaries for local image analysis. CVPR, 2008. 2, 3
    • (2008) CVPR
    • Mairal, J.1    Bach, F.2    Ponce, J.3    Sapiro, G.4    Zisserman, A.5
  • 32
    • 80052870941 scopus 로고    scopus 로고
    • Graph connectivity in sparse subspace clustering
    • 5
    • B. Nasihatkon and R. Hartley. Graph connectivity in sparse subspace clustering. In CVPR, 2011. 5
    • (2011) CVPR
    • Nasihatkon, B.1    Hartley, R.2
  • 33
    • 77955994663 scopus 로고    scopus 로고
    • Classification and clustering via dictionary learning with structured incoherence and shared features
    • 2, 3
    • I. Ramirez, P. Sprechmann, and G. Sapiro. Classification and clustering via dictionary learning with structured incoherence and shared features. CVPR, 2010. 2, 3
    • (2010) CVPR
    • Ramirez, I.1    Sprechmann, P.2    Sapiro, G.3
  • 34
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • 1
    • S. Roweis and L. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 2000. 1
    • (2000) Science
    • Roweis, S.1    Saul, L.2
  • 36
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • 1
    • J. B. Tenenbaum, V. de Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 2000. 1
    • (2000) Science
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 38
    • 84866672712 scopus 로고    scopus 로고
    • Column subset selection, matrix factorization, and eigenvalue optimization
    • 1
    • J. A. Tropp. Column subset selection, matrix factorization, and eigenvalue optimization. Proceedings of SODA, 2009. 1
    • (2009) Proceedings of SODA
    • Tropp, J.A.1
  • 39
    • 50049104726 scopus 로고    scopus 로고
    • Recursive identification of switched ARX systems
    • 6
    • R. Vidal. Recursive identification of switched ARX systems. Automatica, 2008. 6
    • (2008) Automatica
    • Vidal, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.