메뉴 건너뛰기




Volumn 39, Issue 1, 2006, Pages 81-88

Ensemble learning for independent component analysis

Author keywords

Ensemble learning; Face recognition; Independent component analysis; Majority voting; Random independent subspace

Indexed keywords

ENSEMBLE LEARNING; ICA CLASSIFIER; MAJORITY VOTING; RANDOM INDEPENDENT SUBSPACE;

EID: 27344446224     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2005.06.018     Document Type: Article
Times cited : (23)

References (20)
  • 1
    • 84975551912 scopus 로고
    • Low-dimensional procedure for the characterization of human faces
    • L. Sirovich, and M. Kirby Low-dimensional procedure for the characterization of human faces J. Opt. Soc. Amer. A 4 3 1987 519 524
    • (1987) J. Opt. Soc. Amer. A , vol.4 , Issue.3 , pp. 519-524
    • Sirovich, L.1    Kirby, M.2
  • 4
    • 0028416938 scopus 로고
    • Independent component analysis - A new concept?
    • P. Comon Independent component analysis - a new concept? Signal Process. 36 1994 287 314
    • (1994) Signal Process. , vol.36 , pp. 287-314
    • Comon, P.1
  • 5
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A.J. Bell, and T.J. Sejnowski An information-maximization approach to blind separation and blind deconvolution Neural Comput. 7 1995 1129 1159
    • (1995) Neural Comput. , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 6
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for Independent Component Analysis
    • A. Hyvärinen, and E. Oja A fast fixed-point algorithm for Independent Component Analysis Neural Comput. 9 7 1997 1483 1492
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2
  • 7
    • 0001183650 scopus 로고
    • Space or time adaptive signal processing by neural network models
    • J.S. Denker (Ed.) American Institute for Physics, New York
    • J. Herault, J. Jutten, Space or time adaptive signal processing by neural network models, in: J.S. Denker (Ed.), Neural Networks for Computing: AIP Conference Proceedings, vol. 151, American Institute for Physics, New York, 1986.
    • (1986) Neural Networks for Computing: AIP Conference Proceedings , vol.151
    • Herault, J.1    Jutten, J.2
  • 8
    • 0026191274 scopus 로고
    • Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture
    • C. Jutten, and J. Herault Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture Signal Process. 24 1991 1 10
    • (1991) Signal Process. , vol.24 , pp. 1-10
    • Jutten, C.1    Herault, J.2
  • 9
    • 0031702801 scopus 로고    scopus 로고
    • Independent component analysis of FMRI data: Examining the assumptions
    • M.J. Mckeown, and T.J. Sejnowski Independent component analysis of FMRI data: examining the assumptions Hum. Brain Map. 6 1998 368 372
    • (1998) Hum. Brain Map. , vol.6 , pp. 368-372
    • McKeown, M.J.1    Sejnowski, T.J.2
  • 10
    • 85076744892 scopus 로고    scopus 로고
    • Independent component representations for face recognition
    • M.S. Bartlett, H.M. Lades, and T.J. Sejnowski Independent component representations for face recognition Proc. SPIE 3299 1998 528 539
    • (1998) Proc. SPIE , vol.3299 , pp. 528-539
    • Bartlett, M.S.1    Lades, H.M.2    Sejnowski, T.J.3
  • 15
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman Bagging predictors Mach. Learn. 24 1996 123 140
    • (1996) Mach. Learn. , vol.24 , pp. 123-140
    • Breiman, L.1
  • 16
    • 0032139235 scopus 로고    scopus 로고
    • The Random Subspace Method for constructing decision forests
    • T.K. Ho The Random Subspace Method for constructing decision forests IEEE Trans. Pattern Anal. Mach. Intell. 20 1998 832 844
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , pp. 832-844
    • Ho, T.K.1
  • 17
    • 0002014402 scopus 로고
    • Possible principles underlying the transformation of sensory messages
    • W.A. Rosenblith MIT Press Cambridge, MA
    • H.B. Barlow Possible principles underlying the transformation of sensory messages W.A. Rosenblith Sensory Communication 1961 MIT Press Cambridge, MA
    • (1961) Sensory Communication
    • Barlow, H.B.1
  • 18
    • 0030832881 scopus 로고    scopus 로고
    • The 'Independent Components' of natural scenes are edge filters
    • A.J. Bell, and T.J. Sejnowski The 'Independent Components' of natural scenes are edge filters Vision Research 37 23 1997 3327 3338
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 19
    • 0032045780 scopus 로고    scopus 로고
    • The FERET database and evaluation procedure for face recognition algorithms
    • P.J. Philips, H. Wechsler, J. Huang, and P. Rauss The FERET database and evaluation procedure for face recognition algorithms Image and Vision Computing 16 1998 295 306
    • (1998) Image and Vision Computing , vol.16 , pp. 295-306
    • Philips, P.J.1    Wechsler, H.2    Huang, J.3    Rauss, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.