메뉴 건너뛰기




Volumn 21, Issue 12, 2012, Pages 4858-4867

Direct discriminant locality preserving projection with hammerstein polynomial expansion

Author keywords

Direct discriminant locality preserving projection; face and palmprint recognition; Hammerstein polynomial expansion

Indexed keywords

CLASSICAL METHODS; CLASSIFICATION ABILITY; COMPUTATIONAL BURDEN; FACE AND PALMPRINT; FOLLOWING PROBLEM; HIGH-DIMENSIONAL; LINEAR APPROACH; LOCALITY PRESERVING PROJECTIONS; LOW-DIMENSIONAL SUBSPACE; MAPPING FUNCTIONS; MATRIX INVERSE; OBJECTIVE FUNCTIONS; OPTIMAL DISCRIMINANT VECTOR; POLYNOMIAL EXPANSION; POLYNOMIAL SPACE; REPRODUCING KERNEL HILBERT SPACES; SECOND ORDERS;

EID: 84869424547     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2012.2219542     Document Type: Article
Times cited : (10)

References (31)
  • 1
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cogn. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 2
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces versus fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. J. Kriengman, "Eigenfaces versus fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriengman, D.J.3
  • 3
    • 38749154481 scopus 로고    scopus 로고
    • The world is not always flat or learning curved manifolds
    • Sch. Eng. Comput. Sci.
    • E. Begelfor and M. Werman, "The world is not always flat or learning curved manifolds," in Proc. Tech. Rep. 65, Sch. Eng. Comput. Sci., 2005, pp. 1-14,
    • (2005) Proc. Tech. Rep. , vol.65 , pp. 1-14
    • Begelfor, E.1    Werman, M.2
  • 4
    • 0036477056 scopus 로고    scopus 로고
    • Face recognition using kernel principal component analysis
    • Feb
    • K. I. Kin, K. Jung, and H. J. Kim, "Face recognition using kernel principal component analysis," IEEE Signal Process. Lett., vol. 9, no. 2, pp. 40-42, Feb. 2002.
    • (2002) IEEE Signal Process. Lett. , vol.9 , Issue.2 , pp. 40-42
    • Kin, K.I.1    Jung, K.2    Kim, H.J.3
  • 5
    • 0742307398 scopus 로고    scopus 로고
    • Improving kernel fisher discriminant analysis for face recognition
    • Jan
    • Q. Liu, H. Lu, and S. Ma, "Improving kernel fisher discriminant analysis for face recognition," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 1, pp. 42-49, Jan. 2004.
    • (2004) IEEE Trans. Circuits Syst. Video Technol. , vol.14 , Issue.1 , pp. 42-49
    • Liu, Q.1    Lu, H.2    Ma, S.3
  • 6
    • 0037016775 scopus 로고    scopus 로고
    • The isomap algorithm and topological stability
    • Jan
    • M. Balasubramanian, and E. L. Schwartz, "The isomap algorithm and topological stability," Science, vol. 295, no. 5552, p. 7, Jan. 2002.
    • (2002) Science , vol.295 , Issue.5552 , pp. 7
    • Balasubramanian, M.1    Schwartz, E.L.2
  • 7
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of low dimensional manifolds
    • Dec.
    • L. K. Saul, S. T. Roweis, "Think globally, fit locally: Unsupervised learning of low dimensional manifolds," J. Mach. Learn. Res., vol. 4, pp. 119-155, Dec. 2003.
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 119-155
    • Saul, L.K.1    Roweis, S.T.2
  • 8
    • 84880203756 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," in Proc. Adv. Neural Inf. Process. Syst., vol. 14. 2002, pp. 585-591.
    • (2002) Proc. Adv. Neural Inf. Process. Syst. , vol.14 , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 9
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimensionality reduction via local tangent space alignment
    • Z. Zhang and H. Zha, "Principal manifolds and nonlinear dimensionality reduction via local tangent space alignment," SIAM J. Sci. Comput., vol. 26, no. 1, pp. 313-338, 2004.
    • (2004) SIAM J. Sci. Comput. , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2
  • 14
    • 78649382566 scopus 로고    scopus 로고
    • Maximum variance difference based embedding approach for facial feature extraction
    • X. Chen and J. Zhang, "Maximum variance difference based embedding approach for facial feature extraction," Int. J. Pattern Recognit. Artificial Intell., vol. 24, no. 7, pp. 1-14, 2010.
    • (2010) Int. J. Pattern Recognit. Artificial Intell. , vol.24 , Issue.7 , pp. 1-14
    • Chen, X.1    Zhang, J.2
  • 15
    • 33947492041 scopus 로고    scopus 로고
    • Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics
    • Apr
    • J. Yang, D. Zhang, J.-Y. Yang, and B. Niu, "Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 4, pp. 650-664, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.4 , pp. 650-664
    • Yang, J.1    Zhang, D.2    Yang, J.-Y.3    Niu, B.4
  • 16
    • 33644903839 scopus 로고    scopus 로고
    • Face recognition using discriminant locality preserving projections
    • Mar
    • W. W. Yu, X. L. Teng, and C. Q. Liu, "Face recognition using discriminant locality preserving projections," Image Vis. Comput., vol. 24, no. 3, pp. 239-248, Mar. 2006.
    • (2006) Image Vis. Comput. , vol.24 , Issue.3 , pp. 239-248
    • Yu, W.W.1    Teng, X.L.2    Liu, C.Q.3
  • 18
    • 21744446928 scopus 로고    scopus 로고
    • Supervised kernel locality preserving projections for face recognition
    • Aug
    • J. Cheng, Q. S. Liu, H. Q. Lu, and Y. W. Chen, "Supervised kernel locality preserving projections for face recognition," Neurocomputing, vol. 67, pp. 443-449, Aug. 2005.
    • (2005) Neurocomputing , vol.67 , pp. 443-449
    • Cheng, J.1    Liu, Q.S.2    Lu, H.Q.3    Chen, Y.W.4
  • 19
    • 33745188262 scopus 로고    scopus 로고
    • An alternative formulation of kernel lpp with application to image recognition
    • Aug
    • G. Feng, D. Hu, D. Zhang, and Z. Zhou, "An alternative formulation of kernel LPP with application to image recognition," Neurocomputing, vol. 69, no. 13-15, pp. 1733-1738, Aug. 2006.
    • (2006) Neurocomputing , vol.69 , Issue.13-15 , pp. 1733-1738
    • Feng, G.1    Hu, D.2    Zhang, D.3    Zhou, Z.4
  • 20
    • 33749397820 scopus 로고    scopus 로고
    • A generalized memory polynomial model for digital predistortion of rf power amplifiers
    • Oct
    • D. R. Morgan, Z. Ma, J. Kim, M. G. Zierdt, and J. Pastalan, "A generalized memory polynomial model for digital predistortion of RF power amplifiers," IEEE Trans. Signal Process., vol. 54, no. 10, pp. 3852-3860, Oct. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.10 , pp. 3852-3860
    • Morgan, D.R.1    Ma, Z.2    Kim, J.3    Zierdt, M.G.4    Pastalan, J.5
  • 21
    • 1342308026 scopus 로고    scopus 로고
    • A robust digital baseband preidstorter constructed using memory polynomials
    • Jan
    • L. Ding, G. T. Zhou, D. R. Morgan, Z. Ma, S. Kenney, J. Kim, and C. R. Giardina, " A robust digital baseband preidstorter constructed using memory polynomials," IEEE Trans. Commun., vol. 52, no. 1, pp. 159- 165, Jan. 2004.
    • (2004) IEEE Trans. Commun. , vol.52 , Issue.1 , pp. 159-165
    • Ding, L.1    Zhou, G.T.2    Morgan, D.R.3    Ma, Z.4    Kenney, S.5    Kim, J.6    Giardina, C.R.7
  • 23
    • 33845973353 scopus 로고    scopus 로고
    • A method for speeding up feature extraction based on kpca
    • Y. Xu, D. Zhang, F. Song, J. Y. Yang, Z. Jing, and M. Li, "A method for speeding up feature extraction based on KPCA," Neurocomputing, vol. 70, nos. 4-6, pp. 1056-1061, 2007.
    • (2007) Neurocomputing , vol.70 , Issue.4-6 , pp. 1056-1061
    • Xu, Y.1    Zhang, D.2    Song, F.3    Yang, J.Y.4    Jing, Z.5    Li, M.6
  • 24
    • 29244453931 scopus 로고    scopus 로고
    • On the nyström method for approximating a gram matrix for improved kernel-based learning
    • Dec.
    • P. Drineas and M. W. Mahoney, "On the Nyström method for approximating a Gram matrix for improved kernel-based learning," J. Mach. Learn., vol. 6, pp. 2153-2175, Dec. 2005.
    • (2005) J. Mach. Learn. , vol.6 , pp. 2153-2175
    • Drineas, P.1    Mahoney, M.W.2
  • 25
    • 0037276932 scopus 로고    scopus 로고
    • Face recognition using kernel direct discriminant analysis algorithms
    • Jan
    • J. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Face recognition using kernel direct discriminant analysis algorithms," IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 117-126, Jan. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.1 , pp. 117-126
    • Lu, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 27
    • 33750378734 scopus 로고    scopus 로고
    • Orthogonal laplacianfaces for face recognition
    • Mar
    • D. Cai, X. He, and J. Han, "Orthogonal laplacianfaces for face recognition," IEEE Trans. Image Process., vol. 15, no. 11, pp. 3608-3614, Mar. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.11 , pp. 3608-3614
    • Cai, D.1    He, X.2    Han, J.3
  • 28
    • 3042674061 scopus 로고    scopus 로고
    • Gabor-based kernel pca with fractional power polynomial models for face recognition
    • May
    • C. Liu, "Gabor-based kernel PCA with fractional power polynomial models for face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 5, pp. 572-581, May 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.5 , pp. 572-581
    • Liu, C.1
  • 30
    • 33947492041 scopus 로고    scopus 로고
    • Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics
    • Apr
    • J. Yang, D. Zhang, J.-Y. Yang, and B. Niu, "Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 4, pp. 650-664, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.4 , pp. 650-664
    • Yang, J.1    Zhang, D.2    Yang, J.-Y.3    Niu, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.