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Volumn 71, Issue 10-12, 2008, Pages 1866-1882

Tensor Rank One Discriminant Analysis-A convergent method for discriminative multilinear subspace selection

Author keywords

Elapsed time problem; Gait recognition; Human gait recognition; LDA; Linear discriminant analysis (LDA); PCA; Principal component analysis (PCA); Tensor Rank One Analysis (TR1A); Tensor Rank One Discriminant Analysis (TR1DA)

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; GRAPH THEORY; PIXELS; PRINCIPAL COMPONENT ANALYSIS; TENSORS;

EID: 44649106875     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2007.08.036     Document Type: Article
Times cited : (96)

References (45)
  • 2
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps for dimensionality reduction and data representation
    • Belkin M., and Niyogi P. Laplacian Eigenmaps for dimensionality reduction and data representation. Neural Comput. 15 6 (2003) 1373-1396
    • (2003) Neural Comput. , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 4544380972 scopus 로고    scopus 로고
    • C. BenAbdelKader, R. Cutler, L.S. Davis, Motion-based recognition of people in eigengait space, in: Proceedings of Fifth International Conference on Automatic Face and Gesture Recognition, Washington, DC, USA, May, 2002, pp. 267-274.
    • C. BenAbdelKader, R. Cutler, L.S. Davis, Motion-based recognition of people in eigengait space, in: Proceedings of Fifth International Conference on Automatic Face and Gesture Recognition, Washington, DC, USA, May, 2002, pp. 267-274.
  • 4
    • 4544248451 scopus 로고    scopus 로고
    • R. Collins, R. Gross, J. Shi, Silhouette-based human identification from body shape and gait, in: Proceedings of IEEE International Conference on Face and Gesture, 2002, pp. 351-356.
    • R. Collins, R. Gross, J. Shi, Silhouette-based human identification from body shape and gait, in: Proceedings of IEEE International Conference on Face and Gesture, 2002, pp. 351-356.
  • 5
    • 0010089151 scopus 로고
    • Gait perception as an example of how we may perceive events
    • New York
    • Cutting J., and Proffitt D. Gait perception as an example of how we may perceive events. Intersens. Percept. Sens. Integr. 2 (1981) 249-273 New York
    • (1981) Intersens. Percept. Sens. Integr. , vol.2 , pp. 249-273
    • Cutting, J.1    Proffitt, D.2
  • 8
    • 0032804927 scopus 로고    scopus 로고
    • The visual analysis of human movement: a survey
    • Gavrila D. The visual analysis of human movement: a survey. Comput. Vis. Image Understanding 73 (1999) 82-98
    • (1999) Comput. Vis. Image Understanding , vol.73 , pp. 82-98
    • Gavrila, D.1
  • 9
    • 33644851749 scopus 로고    scopus 로고
    • Individual recognition using gait energy image
    • Han J., and Bhanu B. Individual recognition using gait energy image. IEEE Trans. Pattern Anal. Mach. Intell. 28 2 (2006) 316-322
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.2 , pp. 316-322
    • Han, J.1    Bhanu, B.2
  • 10
    • 44649159070 scopus 로고    scopus 로고
    • X. He, P. Niyogi, Locality preserving projections, Neural Information Processing Systems, vol. 16, Vancouver, Canada, 2003.
    • X. He, P. Niyogi, Locality preserving projections, Neural Information Processing Systems, vol. 16, Vancouver, Canada, 2003.
  • 11
    • 0035286497 scopus 로고    scopus 로고
    • Computational modeling of visual attention
    • Itti L., and Koch C. Computational modeling of visual attention. Nat. Rev. Neurosci. 2 3 (2001) 194-203
    • (2001) Nat. Rev. Neurosci. , vol.2 , Issue.3 , pp. 194-203
    • Itti, L.1    Koch, C.2
  • 12
    • 0016517071 scopus 로고
    • Visual motion perception
    • Johansson G. Visual motion perception. Sci. Am. 232 (1975) 76-88
    • (1975) Sci. Am. , vol.232 , pp. 76-88
    • Johansson, G.1
  • 15
    • 44649113881 scopus 로고    scopus 로고
    • L.D. Lathauwer, Signal processing based on multilinear algebra, Ph.D. Thesis, Katholike Universiteit Leuven, 1997.
    • L.D. Lathauwer, Signal processing based on multilinear algebra, Ph.D. Thesis, Katholike Universiteit Leuven, 1997.
  • 16
    • 41649120173 scopus 로고    scopus 로고
    • Discriminant locally linear embedding with high order tensor data
    • Li X., Lin S., Yan S., and Xu D. Discriminant locally linear embedding with high order tensor data. IEEE Trans. Syst. Man Cybern. Part B 38 2 (2008)
    • (2008) IEEE Trans. Syst. Man Cybern. Part B , vol.38 , Issue.2
    • Li, X.1    Lin, S.2    Yan, S.3    Xu, D.4
  • 17
    • 0002248235 scopus 로고    scopus 로고
    • Recognizing people by their gait: the shape of motion
    • Little J., and Boyd J. Recognizing people by their gait: the shape of motion. Videre 1 2 (1998)
    • (1998) Videre , vol.1 , Issue.2
    • Little, J.1    Boyd, J.2
  • 18
    • 10044298186 scopus 로고    scopus 로고
    • Z. Liu, S. Sarkar, Simplest representation yet for gait recognition: averaged silhouette, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 4, Cambridge, UK, 2004, pp. 211-214.
    • Z. Liu, S. Sarkar, Simplest representation yet for gait recognition: averaged silhouette, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 4, Cambridge, UK, 2004, pp. 211-214.
  • 19
    • 5044231879 scopus 로고    scopus 로고
    • Z. Liu, L. Malave, S. Sarkar, Studies on silhouette quality and gait recognition, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, Washington, DC, 2004, pp. 704-711.
    • Z. Liu, L. Malave, S. Sarkar, Studies on silhouette quality and gait recognition, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, Washington, DC, 2004, pp. 704-711.
  • 20
    • 10044220627 scopus 로고    scopus 로고
    • Q. Liu, X. Tang, H. Lu, S. Ma, Kernel scatter-difference based discriminant analysis for face recognition, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 2, Cambridge, UK, 2004, pp. 419-422.
    • Q. Liu, X. Tang, H. Lu, S. Ma, Kernel scatter-difference based discriminant analysis for face recognition, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 2, Cambridge, UK, 2004, pp. 419-422.
  • 21
    • 0035271128 scopus 로고    scopus 로고
    • A survey of computer vision-based human motion capture
    • Moeslund T., and Granum E. A survey of computer vision-based human motion capture. Comput. Vis. Image Understanding 81 (2001) 231-268
    • (2001) Comput. Vis. Image Understanding , vol.81 , pp. 231-268
    • Moeslund, T.1    Granum, E.2
  • 23
  • 24
    • 0027928348 scopus 로고    scopus 로고
    • S. Niyogi, E. Adelson, Analyzing and recognizing walking figures in XYT, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, Seattle, WA, 1994, pp. 469-474.
    • S. Niyogi, E. Adelson, Analyzing and recognizing walking figures in XYT, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, Seattle, WA, 1994, pp. 469-474.
  • 25
    • 33751586074 scopus 로고    scopus 로고
    • P. Phillips, S. Sarkar, I. Robledo, P. Grother, K. Bowyer, The gait identification challenge problem: datasets and baseline algorithm, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 1, 2002, pp. 385-388.
    • P. Phillips, S. Sarkar, I. Robledo, P. Grother, K. Bowyer, The gait identification challenge problem: datasets and baseline algorithm, in: Proceedings of IEEE International Conference on Pattern Recognition, vol. 1, 2002, pp. 385-388.
  • 26
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis S., and Saul L. Nonlinear dimensionality reduction by locally linear embedding. Science 290 5500 (December 2000) 2323-2326
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.1    Saul, L.2
  • 28
    • 84898946920 scopus 로고    scopus 로고
    • A. Shashua, T. Hazan, Algebraic set kernels with application to inference over local image representations, Neural Information Processing Systems, vol. 18, Vancouver, Canada, 2005, pp. 1569-1576.
    • A. Shashua, T. Hazan, Algebraic set kernels with application to inference over local image representations, Neural Information Processing Systems, vol. 18, Vancouver, Canada, 2005, pp. 1569-1576.
  • 29
    • 0035683732 scopus 로고    scopus 로고
    • A. Shashua, A. Levin, Linear image coding for regression and classification using the tensor-rank principle, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, 2001.
    • A. Shashua, A. Levin, Linear image coding for regression and classification using the tensor-rank principle, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, 2001.
  • 30
    • 5044226696 scopus 로고    scopus 로고
    • R. Tanawongsuwan, A. Bobick, Modelling the effects of walking speed on appearance-based gait recognition, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 783-790.
    • R. Tanawongsuwan, A. Bobick, Modelling the effects of walking speed on appearance-based gait recognition, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 783-790.
  • 31
    • 44649173268 scopus 로고    scopus 로고
    • D. Tao, Differential scatter biased discriminant analysis for relevance feedback in image retrieval, Technical Report, Unpublished, December, 2003.
    • D. Tao, Differential scatter biased discriminant analysis for relevance feedback in image retrieval, Technical Report, Unpublished, December, 2003.
  • 32
    • 33845598611 scopus 로고    scopus 로고
    • D. Tao, X. Li, X. Wu, S. Maybank, Human carrying status in visual surveillance, in: IEEE International Conference on Computer Vision and Pattern Recognition, 2006, pp. 1670-1677.
    • D. Tao, X. Li, X. Wu, S. Maybank, Human carrying status in visual surveillance, in: IEEE International Conference on Computer Vision and Pattern Recognition, 2006, pp. 1670-1677.
  • 33
    • 36048992886 scopus 로고    scopus 로고
    • General tensor discriminant analysis and gabor features for gait recognition
    • Tao D., Li X., Wu X., and Maybank S. General tensor discriminant analysis and gabor features for gait recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29 10 (2007) 1700-1715
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.10 , pp. 1700-1715
    • Tao, D.1    Li, X.2    Wu, X.3    Maybank, S.4
  • 35
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum J.B., de Silva V., and Langford J.C. A global geometric framework for nonlinear dimensionality reduction. Science 290 5500 (December, 2000) 2319-2323
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    de Silva, V.2    Langford, J.C.3
  • 36
    • 5044230898 scopus 로고    scopus 로고
    • G. Veres, L. Gordon, J. Carter, M. Nixon, What image information is important in silhouette-based gait recognition, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 776-782.
    • G. Veres, L. Gordon, J. Carter, M. Nixon, What image information is important in silhouette-based gait recognition, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 776-782.
  • 37
    • 0347410736 scopus 로고    scopus 로고
    • Video analysis of human dynamics: a survey
    • Wang J.J., and Singh S. Video analysis of human dynamics: a survey. Real-Time Imaging 9 5 (2003) 321-346
    • (2003) Real-Time Imaging , vol.9 , Issue.5 , pp. 321-346
    • Wang, J.J.1    Singh, S.2
  • 38
    • 0344982983 scopus 로고    scopus 로고
    • L. Wang, H. Ning, T. Tan, W. Hu, Fusion of static and dynamic body biometrics for gait recognition, in: Proceedings of the IEEE International Conference on Computer Vision, vol. 2, 2003.
    • L. Wang, H. Ning, T. Tan, W. Hu, Fusion of static and dynamic body biometrics for gait recognition, in: Proceedings of the IEEE International Conference on Computer Vision, vol. 2, 2003.
  • 39
    • 0346750541 scopus 로고    scopus 로고
    • Silhouette analysis-based gait recognition for human identification
    • Wang L., Tan T., Ning H., and Hu W. Silhouette analysis-based gait recognition for human identification. IEEE Trans. Pattern Anal. Mach. Intell. 25 12 (2003) 1505-1518
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1505-1518
    • Wang, L.1    Tan, T.2    Ning, H.3    Hu, W.4
  • 40
    • 24644434414 scopus 로고    scopus 로고
    • S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, H. Zhang, Discriminant analysis with tensor representation, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, 2005.
    • S. Yan, D. Xu, Q. Yang, L. Zhang, X. Tang, H. Zhang, Discriminant analysis with tensor representation, in: Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, 2005.
  • 41
    • 24644478682 scopus 로고    scopus 로고
    • S. Yan, D. Xu, B. Zhang, H. Zhang, Graph embedding: a general framework for dimensionality reduction, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, 2005.
    • S. Yan, D. Xu, B. Zhang, H. Zhang, Graph embedding: a general framework for dimensionality reduction, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, 2005.
  • 42
    • 33745155803 scopus 로고    scopus 로고
    • S. Yan, D. Xu, L. Zhang, B. Zhang, H. Zhang, Coupled kernel-based subspace learning, in: Proceedings of IEEE International Conference Computer Vision and Pattern Recognition, 2005.
    • S. Yan, D. Xu, L. Zhang, B. Zhang, H. Zhang, Coupled kernel-based subspace learning, in: Proceedings of IEEE International Conference Computer Vision and Pattern Recognition, 2005.
  • 43
    • 84898955107 scopus 로고    scopus 로고
    • J. Ye, R. Janardan, Q. Li, Two-Dimensional Linear Discriminant Analysis, Neural Information Processing Systems, vol. 18, Vancouver, Canada, 2005, pp. 1569-1576.
    • J. Ye, R. Janardan, Q. Li, Two-Dimensional Linear Discriminant Analysis, Neural Information Processing Systems, vol. 18, Vancouver, Canada, 2005, pp. 1569-1576.
  • 45
    • 44649169856 scopus 로고    scopus 로고
    • W. Zhao, R. Chellappa, P. Phillips, Subspace linear discriminant analysis for face recognition, Technical Report CAR-TR-914, Center for Automation Research, University of Maryland, 1999.
    • W. Zhao, R. Chellappa, P. Phillips, Subspace linear discriminant analysis for face recognition, Technical Report CAR-TR-914, Center for Automation Research, University of Maryland, 1999.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.