메뉴 건너뛰기




Volumn 31, Issue 5, 2013, Pages 365-378

Manifold based sparse representation for facial understanding in natural images

Author keywords

Classification of facial expression; Gender; Glasses and facial hair; Race

Indexed keywords

GLASS;

EID: 84876550954     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2013.03.003     Document Type: Article
Times cited : (32)

References (49)
  • 1
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • DOI 10.1016/S0042-6989(97)00169-7, PII S0042698997001697
    • B.A. Olshausen, and D.J. Field Sparse coding with an overcomplete basis set: a strategy employed by V1? Vis. Res. 37 1997 3311 3325 (Pubitemid 27493805)
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 2
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • DOI 10.1038/381607a0
    • B.A. Olshausen, and D.J. Field Emergence of simple-cell receptive field properties by learning a sparse code for natural images Nature 381 1996 607 609 (Pubitemid 26177476)
    • (1996) Nature , vol.381 , Issue.6583 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 3
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • DOI 10.1109/TIT.2005.860430
    • D.L. Donoho, M. Elad, and V.N. Temlyakov Stable recovery of sparse overcomplete representations in the presence of noise IEEE Trans. Inf. Theory 52 2006 6 18 (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
  • 4
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • DOI 10.1109/TIT.2005.862083
    • E.J. Candes, J. Romberg, and T. Tao Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information IEEE Trans. Inf. Theory 52 2006 489 509 (Pubitemid 43174093)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.J.1    Romberg, J.2    Tao, T.3
  • 13
    • 0347868848 scopus 로고    scopus 로고
    • Face distributions in similarity space under varying head pose
    • DOI 10.1016/S0262-8856(00)00096-2, PII S0262885600000962
    • J. Sherrah, S. Gong, and E.J. Ong Face distributions in similarity space under varying head pose Image Vision Comput. 19 2001 807 819 (Pubitemid 33663910)
    • (2001) Image and Vision Computing , vol.19 , Issue.12 , pp. 807-819
    • Sherrah, J.1    Gong, S.2    Ong, E.J.3
  • 18
    • 0037209464 scopus 로고    scopus 로고
    • Automatic facial expression analysis: A survey
    • B. Fasel, and J. Luettin Automatic facial expression analysis: a survey Pattern Recognit. 36 2003 259 275
    • (2003) Pattern Recognit. , vol.36 , pp. 259-275
    • Fasel, B.1    Luettin, J.2
  • 20
    • 3042791915 scopus 로고    scopus 로고
    • Active appearance models revisited
    • J. Matthews, and S. Baker Active appearance models revisited Int. J. Comput. Vis. 60 2004 135 164
    • (2004) Int. J. Comput. Vis. , vol.60 , pp. 135-164
    • Matthews, J.1    Baker, S.2
  • 23
    • 48649110141 scopus 로고    scopus 로고
    • Algorithms for manifold learning
    • University of California San Diego
    • L. Cayton Algorithms for manifold learning Tech Rep. CS2008-0923 2005 University of California San Diego
    • (2005) Tech Rep. CS2008-0923
    • Cayton, L.1
  • 24
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J.B. Tenenbaum, V. de Silva, and J.C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 2000 2319 2323 (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 25
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 34
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian Eigenmaps and spectral techniques for embedding and clustering
    • M. Belkin, and P. Niyogi Laplacian Eigenmaps and spectral techniques for embedding and clustering Adv. Neural Inf. Process. Syst. 14 2001
    • (2001) Adv. Neural Inf. Process. Syst. , vol.14
    • Belkin, M.1    Niyogi, P.2
  • 35
    • 30344483178 scopus 로고    scopus 로고
    • Document clustering using locality preserving indexing
    • DOI 10.1109/TKDE.2005.198
    • D. Cai, X. He, and J. Han Document clustering using locality preserving indexing IEEE Trans. Knowl. Data Eng. 17 2005 1624 1637 (Pubitemid 43060413)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.12 , pp. 1624-1637
    • Cai, D.1    He, X.2    Han, J.3
  • 39
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • DOI 10.1109/TSP.2006.881199
    • M. Aharon, M. Elad, and A. Bruckstein K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation IEEE Trans. Signal Process. 54 2006 4311 4322 (Pubitemid 44637761)
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 40
    • 37249077549 scopus 로고    scopus 로고
    • Facial expression recognition based on local binary patterns
    • DOI 10.1134/S1054661807040190
    • X. Feng, M. Pietikainen, and A. Hadid Facial expression recognition based on local binary patterns Pattern Recognit Image Anal. 17 2007 592 598 (Pubitemid 350281039)
    • (2007) Pattern Recognition and Image Analysis , vol.17 , Issue.4 , pp. 592-598
    • Feng, X.1    Pietikainen, M.2    Hadid, A.3
  • 41
    • 63449136395 scopus 로고    scopus 로고
    • Facial expression recognition based on Local Binary Patterns: A comprehensive study
    • C. Shan, S. Gong, and P.W. McOwan Facial expression recognition based on Local Binary Patterns: a comprehensive study Image Vision Comput. 27 2009 803 816
    • (2009) Image Vision Comput. , vol.27 , pp. 803-816
    • Shan, C.1    Gong, S.2    McOwan, P.W.3
  • 44
    • 79958720856 scopus 로고    scopus 로고
    • Action unit detection using sparse appearance descriptors in space-time video volumes
    • B. Jiang, M.F. Valstar, and M. Pantic Action unit detection using sparse appearance descriptors in space-time video volumes Face and Gesture Recognition 2011
    • (2011) Face and Gesture Recognition
    • Jiang, B.1    Valstar, M.F.2    Pantic, M.3
  • 45
    • 79953303531 scopus 로고    scopus 로고
    • Introducing the Geneva Multimodal Emotion Portrayal (GEMEP) Corpus
    • ed Oxford: Oxford University Press
    • T. Banziger and K.R. Scherer, "Introducing the Geneva Multimodal Emotion Portrayal (GEMEP) Corpus," in Blueprint for Affective Computing: A Sourcebook, ed Oxford: Oxford University Press, 2010, pp. 271-294.
    • (2010) Blueprint for Affective Computing: A Sourcebook , pp. 271-294
    • Banziger, T.1    Scherer, K.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.