메뉴 건너뛰기




Volumn , Issue , 2010, Pages 2042-2045

Dictionary learning and sparse coding for unsupervised clustering

Author keywords

Clustering; Dictionary learning; Sparse representations; Subspace modeling; Texture segmentation

Indexed keywords

CLASSIFICATION (OF INFORMATION); CODES (SYMBOLS); COMPUTER VISION; IMAGE REPRESENTATION;

EID: 78049403636     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5494985     Document Type: Conference Paper
Times cited : (125)

References (19)
  • 1
    • 59749104367 scopus 로고    scopus 로고
    • From sparse solutions of systems of equations to sparse modeling of signals and images
    • D. L. Donoho A. M. Bruckstein and M. Elad, "From sparse solutions of systems of equations to sparse modeling of signals and images," SIAM Rev., vol. 51, no. 1, pp. 34-81, 2009.
    • (2009) SIAM Rev. , vol.51 , Issue.1 , pp. 34-81
    • Donoho, D.L.1    Bruckstein, A.M.2    Elad, M.3
  • 2
    • 51949103923 scopus 로고    scopus 로고
    • Discriminative learned dictionaries for local image analysis
    • J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman, "Discriminative learned dictionaries for local image analysis," in CVPR, 2008.
    • (2008) CVPR
    • Mairal, J.1    Bach, F.2    Ponce, J.3    Sapiro, G.4    Zisserman, A.5
  • 3
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • H. Lee, A. Battle, R. Raina, and A. Y. Ng, "Efficient sparse coding algorithms," in NIPS, vol. 19. 2007.
    • (2007) NIPS , vol.19
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.Y.4
  • 5
    • 70350743173 scopus 로고    scopus 로고
    • Robust recovery of signals from a structured union of subspaces
    • to appear
    • Y. C. Eldar and M. Mishali, "Robust recovery of signals from a structured union of subspaces," IEEE Trans. IT., 2009, to appear.
    • (2009) IEEE Trans. IT.
    • Eldar, Y.C.1    Mishali, M.2
  • 6
    • 78049381101 scopus 로고    scopus 로고
    • Separation of a subspace-sparse signal: Algorithms and conditions
    • april
    • Z. Zhou A. Ganesh and Y. Ma, "Separation of a subspace-sparse signal: Algorithms and conditions," in ICASSP, april, vol. 14.
    • ICASSP , vol.14
    • Zhou, Z.1    Ganesh, A.2    Ma, Y.3
  • 7
    • 0034349278 scopus 로고    scopus 로고
    • Nearest q-flat to m points
    • P. Tseng, "Nearest q-flat to m points," J. Optim. Theory Appl., vol. 105, no. 1, pp. 249-252, 2000.
    • (2000) J. Optim. Theory Appl. , vol.105 , Issue.1 , pp. 249-252
    • Tseng, P.1
  • 8
    • 34548583274 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • December
    • Ulrike von Luxburg, "A tutorial on spectral clustering," Statistics and Computing, vol. 17, no. 4, pp. 395-416, December 2007.
    • (2007) Statistics and Computing , vol.17 , Issue.4 , pp. 395-416
    • Von Luxburg, U.1
  • 9
    • 51949116658 scopus 로고    scopus 로고
    • Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories
    • S. R. Rao, R.Tron, R. Vidal, and Y. Ma, "Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories," in CVPR, 2008.
    • (2008) CVPR
    • Rao, S.R.1    RTron2    Vidal, R.3    Ma, Y.4
  • 10
    • 70450184118 scopus 로고    scopus 로고
    • Sparse subspace clustering
    • E. Elhamifar and R. Vidal, "Sparse subspace clustering," in CVPR, 2009.
    • (2009) CVPR
    • Elhamifar, E.1    Vidal, R.2
  • 11
  • 12
    • 77955992582 scopus 로고    scopus 로고
    • Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories
    • H. Cheng, Z. Liu, and J. Yang, "Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories," in ICCV, 2009.
    • (2009) ICCV
    • Cheng, H.1    Liu, Z.2    Yang, J.3
  • 14
    • 71149119964 scopus 로고    scopus 로고
    • Online dictionary learning for sparse coding
    • J. Mairal, F. Bach, J. Ponce, and G. Sapiro, "Online dictionary learning for sparse coding," in ICML, 2009.
    • (2009) ICML
    • Mairal, J.1    Bach, F.2    Ponce, J.3    Sapiro, G.4
  • 15
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • H. Akaike, "A new look at the statistical model identification, " IEEE Transactions on Automatic Control, vol. 19, 1974.
    • (1974) IEEE Transactions on Automatic Control , vol.19
    • Akaike, H.1
  • 17
    • 84946077141 scopus 로고    scopus 로고
    • Sparse representation for signal classification
    • K. Huang and S. Aviyente, "Sparse representation for signal classification," in NIPS, 2006.
    • (2006) NIPS
    • Huang, K.1    Aviyente, S.2
  • 18
    • 70449467348 scopus 로고    scopus 로고
    • Discriminative k-metrics
    • A.D. Szlam and G. Sapiro, "Discriminative k-metrics," in ICML, 2009.
    • (2009) ICML
    • Szlam, A.D.1    Sapiro, G.2
  • 19
    • 78049382347 scopus 로고    scopus 로고
    • Universal priors for sparse modeling
    • August, Preprint
    • I. Ramirez, F. Lecumberry, and G. Sapiro, "Universal priors for sparse modeling," in IMA Preprint, http://www.ima.umn.edu/preprints/ aug2009/2276.pdf, August 2009.
    • (2009) IMA Preprint
    • Ramirez, I.1    Lecumberry, F.2    Sapiro, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.