메뉴 건너뛰기




Volumn , Issue PART 1, 2013, Pages 89-97

Noisy sparse subspace clustering

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

EID: 84897476987     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (106)

References (27)
  • 4
    • 3042762207 scopus 로고    scopus 로고
    • The price of robustness
    • DOI 10.1287/opre.1030.0065
    • Bertsimas, D. and Sim, M. The price of robustness. Operations research, 52(1):35-53, 2004. (Pubitemid 40000812)
    • (2004) Operations Research , vol.52 , Issue.1 , pp. 35-53
    • Bertsimas, D.1    Sim, M.2
  • 5
    • 80051762104 scopus 로고    scopus 로고
    • Distributed optimization and statistical learning via the alternating direction method of multipliers
    • Boyd, S., Parikh, N., Chu, E., Peleato, B., and Eckstein, J. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine Learning, 3(1):1-122, 2011.
    • (2011) Foundations and Trends® in Machine Learning , vol.3 , Issue.1 , pp. 1-122
    • Boyd, S.1    Parikh, N.2    Chu, E.3    Peleato, B.4    Eckstein, J.5
  • 7
    • 42649140570 scopus 로고    scopus 로고
    • The restricted isometry property and its implications for compressed sensing
    • Candès, E.J. The restricted isometry property and its implications for compressed sensing. Comptes Rendus Mathematique, 346(9):589-592, 2008.
    • (2008) Comptes Rendus Mathematique , vol.346 , Issue.9 , pp. 589-592
    • Candès, E.J.1
  • 9
    • 0032154138 scopus 로고    scopus 로고
    • A Multibody Factorization Method for Independently Moving Objects
    • Costeira, J.P. and Kanade, T. A multibody factorization method for independently moving objects. International Journal of Computer Vision, 29(3):159-179, 1998. (Pubitemid 128517909)
    • (1998) International Journal of Computer Vision , vol.29 , Issue.3 , pp. 159-179
    • Costeira, J.P.1    Kanade, T.2
  • 10
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • DOI 10.1109/TIT.2005.860430
    • Donoho, D.L., Elad, M., and Temlyakov, V.N. Stable recovery of sparse overcomplete representations in the presence of noise. Information Theory, IEEE Transactions on, 52(1):6-18, 2006. (Pubitemid 43263116)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.L.1    Elad, M.2    Temlyakov, V.N.3
  • 11
    • 70450184118 scopus 로고    scopus 로고
    • Sparse subspace clustering
    • IEEE
    • Elhamifar, E. and Vidal, R. Sparse subspace clustering. In CVPR'09, pp. 2790-2797. IEEE, 2009.
    • (2009) CVPR'09 , pp. 2790-2797
    • Elhamifar, E.1    Vidal, R.2
  • 12
    • 78049388384 scopus 로고    scopus 로고
    • Clustering disjoint subspaces via sparse representation
    • IEEE
    • Elhamifar, E. and Vidal, R. Clustering disjoint subspaces via sparse representation. In ICASSP'11, pp. 1926-1929. IEEE, 2010.
    • (2010) ICASSP'11 , pp. 1926-1929
    • Elhamifar, E.1    Vidal, R.2
  • 15
    • 0040906782 scopus 로고    scopus 로고
    • Metrics and Models for Handwritten Character Recognition
    • Hastie, T. and Simard, P.Y. Metrics and models for handwritten character recognition. Statistical Science, pp. 54-65, 1998. (Pubitemid 128469056)
    • (1998) Statistical Science , vol.13 , Issue.1 , pp. 54-65
    • Hastie, T.1    Simard, P.Y.2
  • 16
    • 80053437868 scopus 로고    scopus 로고
    • Clustering partially observed graphs via convex optimization
    • ACM
    • Jalali, A., Chen, Y., Sanghavi, S., and Xu, H. Clustering partially observed graphs via convex optimization. In ICML'11, pp. 1001-1008. ACM, 2011.
    • (2011) ICML'11 , pp. 1001-1008
    • Jalali, A.1    Chen, Y.2    Sanghavi, S.3    Xu, H.4
  • 17
    • 0034843849 scopus 로고    scopus 로고
    • Motion segmentation by subspace separation and model selection
    • IEEE
    • Kanatani, K. Motion segmentation by subspace separation and model selection. In ICCV'01, volume 2, pp. 586-591. IEEE, 2001.
    • (2001) ICCV'01 , vol.2 , pp. 586-591
    • Kanatani, K.1
  • 19
    • 84872078104 scopus 로고    scopus 로고
    • High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity
    • Loh, P.L. and Wainwright, M.J. High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity. The Annals of Statistics, 40(3):1637-1664, 2012.
    • (2012) The Annals of Statistics , vol.40 , Issue.3 , pp. 1637-1664
    • Loh, P.L.1    Wainwright, M.J.2
  • 20
    • 80052870941 scopus 로고    scopus 로고
    • Graph connectivity in s-parse subspace clustering
    • IEEE
    • Nasihatkon, B. and Hartley, R. Graph connectivity in s-parse subspace clustering. In CVPR'11, pp. 2137-2144. IEEE, 2011.
    • (2011) CVPR'11 , pp. 2137-2144
    • Nasihatkon, B.1    Hartley, R.2
  • 21
    • 84899013108 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • Ng, A.Y., Jordan, M.I., Weiss, Y., et al. On spectral clustering: Analysis and an algorithm. In NIPS'02, volume 2, pp. 849-856, 2002.
    • (2002) NIPS'02 , vol.2 , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 22
    • 84884476031 scopus 로고    scopus 로고
    • A geometric analysis of subspace clustering with outliers
    • To appear in
    • Soltanolkotabi, M. and Candes, E.J. A geometric analysis of subspace clustering with outliers. To appear in Annals of Statistics, 2012.
    • (2012) Annals of Statistics
    • Soltanolkotabi, M.1    Candes, E.J.2
  • 23
    • 34948881815 scopus 로고    scopus 로고
    • A benchmark for the comparison of 3-d motion segmentation algorithms
    • IEEE
    • Tron, R. and Vidal, R. A benchmark for the comparison of 3-d motion segmentation algorithms. In CVPR'07, pp. 1-8. IEEE, 2007.
    • (2007) CVPR'07 , pp. 1-8
    • Tron, R.1    Vidal, R.2
  • 27
    • 33947277245 scopus 로고    scopus 로고
    • Appearance characterization of linear Lambertian objects, generalized photometric stereo, and illumination-invariant face recognition
    • DOI 10.1109/TPAMI.2007.25
    • Zhou, S.K., Aggarwal, G., Chellappa, R., and Jacobs, D.W. Appearance characterization of linear lambertian objects, generalized photometric stereo, and illumination-invariant face recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29 (2):230-245, 2007. (Pubitemid 46420884)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.2 , pp. 230-245
    • Zhou, S.K.1    Aggarwal, G.2    Chellappa, R.3    Jacobs, D.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.