메뉴 건너뛰기




Volumn 42, Issue 5, 2009, Pages 871-885

The correntropy MACE filter

Author keywords

Correntropy; Face image recognition; Fast Gauss transform (FGT); Minimum average correlation energy (MACE) filter; Reproducing kernel Hilbert space (RKHS); Synthetic aperture radar (SAR)

Indexed keywords

CLUSTER ANALYSIS; CORRELATION METHODS; DISCRIMINANT ANALYSIS; ELECTRON ENERGY LEVELS; HILBERT SPACES; IMAGE CLASSIFICATION; IMAGE RECOGNITION; IMAGING SYSTEMS; MATHEMATICAL TRANSFORMATIONS; OBJECT RECOGNITION; PHOTOACOUSTIC EFFECT; RADAR; RADAR ANTENNAS; REGRESSION ANALYSIS; SYNTHETIC APERTURE RADAR; SYNTHETIC APERTURES; TURBULENT FLOW;

EID: 58249092004     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2008.09.023     Document Type: Article
Times cited : (61)

References (41)
  • 1
    • 84975646121 scopus 로고
    • Tutorial survey of composite filter designs for optical correlators
    • Kumar B.V. Tutorial survey of composite filter designs for optical correlators. Appl. Opt. 31 (1992) 4773-4801
    • (1992) Appl. Opt. , vol.31 , pp. 4773-4801
    • Kumar, B.V.1
  • 2
    • 0028413871 scopus 로고
    • Multi-class SAR ATR using shift invariant correlation filters
    • special issue on correlation filters and neural networks
    • Mahalanobis A., Forman A., Bower M., Cherry R., and Day N. Multi-class SAR ATR using shift invariant correlation filters. Pattern Recognition 27 (1994) 619-626 special issue on correlation filters and neural networks
    • (1994) Pattern Recognition , vol.27 , pp. 619-626
    • Mahalanobis, A.1    Forman, A.2    Bower, M.3    Cherry, R.4    Day, N.5
  • 3
    • 85013963867 scopus 로고    scopus 로고
    • A. Mahalanobis, B. Vijaya Kumar, D.W. Carlson, S. Sims, Performance evaluation of distance classifier correlation filters, in: Proceedings of the SPIE, vol. 2238, 1994, pp. 2-13.
    • A. Mahalanobis, B. Vijaya Kumar, D.W. Carlson, S. Sims, Performance evaluation of distance classifier correlation filters, in: Proceedings of the SPIE, vol. 2238, 1994, pp. 2-13.
  • 4
    • 0343599308 scopus 로고    scopus 로고
    • R. Shenoy, D. Casasent, Correlation filters that generalize well, in: Proceedings of the SPIE, vol. 3386, 1998, pp. 100-110.
    • R. Shenoy, D. Casasent, Correlation filters that generalize well, in: Proceedings of the SPIE, vol. 3386, 1998, pp. 100-110.
  • 5
    • 58249085264 scopus 로고    scopus 로고
    • M. Savvides, B.V. Kumar, P. Khosla, Face verification using correlation filters, in: Proceedings of the Third IEEE Automatic Identification Advanced Technologies, Tarrytown, NY, 2002, pp. 56-61.
    • M. Savvides, B.V. Kumar, P. Khosla, Face verification using correlation filters, in: Proceedings of the Third IEEE Automatic Identification Advanced Technologies, Tarrytown, NY, 2002, pp. 56-61.
  • 6
    • 0742303130 scopus 로고    scopus 로고
    • Biometric verification with correlation filters
    • Kumar B.V., Savvides M., Xie C., and Venkataramani K. Biometric verification with correlation filters. Appl. Opt. 43 2 (2004) 391-402
    • (2004) Appl. Opt. , vol.43 , Issue.2 , pp. 391-402
    • Kumar, B.V.1    Savvides, M.2    Xie, C.3    Venkataramani, K.4
  • 7
    • 33947370895 scopus 로고    scopus 로고
    • Correlation pattern recognition for face recognition
    • Kumar B.V., Savvides M., and Xie C. Correlation pattern recognition for face recognition. Proc. IEEE 94 11 (2006) 1963-1976
    • (2006) Proc. IEEE , vol.94 , Issue.11 , pp. 1963-1976
    • Kumar, B.V.1    Savvides, M.2    Xie, C.3
  • 9
    • 84937077292 scopus 로고
    • An introduction to matched filters
    • Turin G. An introduction to matched filters. IEEE Trans. Inf. Theory 6 (1960) 311-329
    • (1960) IEEE Trans. Inf. Theory , vol.6 , pp. 311-329
    • Turin, G.1
  • 10
    • 58249089706 scopus 로고    scopus 로고
    • S.M. Kay, Fundamentals of Statistical Signal Processing, Detection Theory, vol. II, Prentice-Hall, Englewood Cliffs, NJ, 1998.
    • S.M. Kay, Fundamentals of Statistical Signal Processing, Detection Theory, vol. II, Prentice-Hall, Englewood Cliffs, NJ, 1998.
  • 11
    • 84915128568 scopus 로고
    • Signal detection by complex spatial filtering
    • VanderLugt A. Signal detection by complex spatial filtering. IEEE Trans. Inf. Theory 10 (1964) 139-145
    • (1964) IEEE Trans. Inf. Theory , vol.10 , pp. 139-145
    • VanderLugt, A.1
  • 12
    • 0019022335 scopus 로고
    • Multivariant technique for multiclass pattern recognition
    • Hester C., and Casasent D. Multivariant technique for multiclass pattern recognition. Appl. Opt. 19 (1980) 1758-1761
    • (1980) Appl. Opt. , vol.19 , pp. 1758-1761
    • Hester, C.1    Casasent, D.2
  • 13
    • 84975551839 scopus 로고
    • Minimum variance synthetic discriminant functions
    • Kumar B.V. Minimum variance synthetic discriminant functions. J. Opt. Soc. Am. A 3 10 (1986) 1579-1584
    • (1986) J. Opt. Soc. Am. A , vol.3 , Issue.10 , pp. 1579-1584
    • Kumar, B.V.1
  • 14
    • 84958494216 scopus 로고
    • Minimum average correlation energy filters
    • Mahalanobis A., Kumar B.V., and Casasent D. Minimum average correlation energy filters. Appl. Opt. 26 17 (1987) 3633-3640
    • (1987) Appl. Opt. , vol.26 , Issue.17 , pp. 3633-3640
    • Mahalanobis, A.1    Kumar, B.V.2    Casasent, D.3
  • 15
    • 6244306027 scopus 로고
    • Optimal trade-off filter for pattern recognition and their comparison with Weiner approach
    • Refregier P., and Figue J. Optimal trade-off filter for pattern recognition and their comparison with Weiner approach. Opt. Comput. Process. 1 (1991) 3-10
    • (1991) Opt. Comput. Process. , vol.1 , pp. 3-10
    • Refregier, P.1    Figue, J.2
  • 16
    • 0042864700 scopus 로고    scopus 로고
    • Polynomial distance classifier correlation filter for pattern recognition
    • Alkanha M., and Kumar B.V. Polynomial distance classifier correlation filter for pattern recognition. Appl. Opt. 42 23 (2003) 4688-4708
    • (2003) Appl. Opt. , vol.42 , Issue.23 , pp. 4688-4708
    • Alkanha, M.1    Kumar, B.V.2
  • 17
    • 0029610970 scopus 로고
    • A nonlinear extension of the MACE filter
    • Fisher J., and Principe J. A nonlinear extension of the MACE filter. Neural Networks 8 (1995) 1131-1141
    • (1995) Neural Networks , vol.8 , pp. 1131-1141
    • Fisher, J.1    Principe, J.2
  • 18
    • 0028743391 scopus 로고    scopus 로고
    • J. Fisher, J. Principe, Formulation of the MACE filter as a linear associative memory, in: Proceedings of the International Conference on Neural Networks, vol. 5, 1994.
    • J. Fisher, J. Principe, Formulation of the MACE filter as a linear associative memory, in: Proceedings of the International Conference on Neural Networks, vol. 5, 1994.
  • 19
    • 0004592933 scopus 로고    scopus 로고
    • Recent advances to nonlinear MACE filters
    • Fisher J., and Principe J. Recent advances to nonlinear MACE filters. Opt. Eng. 36 10 (1998) 2697-2709
    • (1998) Opt. Eng. , vol.36 , Issue.10 , pp. 2697-2709
    • Fisher, J.1    Principe, J.2
  • 21
    • 33646424460 scopus 로고    scopus 로고
    • H. Kwon, N.M. Nasrabadi, Kernel matched signal detectors for hyperspectral target detection, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 4, 2005, pp. 665-668.
    • H. Kwon, N.M. Nasrabadi, Kernel matched signal detectors for hyperspectral target detection, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 4, 2005, pp. 665-668.
  • 22
    • 33947629775 scopus 로고    scopus 로고
    • K. Jeong, P. Pokharel, J. Xu, S. Han, J. Principe, Kernel synthetic discriminant function for object recognition, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 5, France, 2006, pp. 765-768.
    • K. Jeong, P. Pokharel, J. Xu, S. Han, J. Principe, Kernel synthetic discriminant function for object recognition, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 5, France, 2006, pp. 765-768.
  • 23
    • 58249085857 scopus 로고    scopus 로고
    • C. Xie, M. Savvides, B.V. Kumar, Kernel correlation filter based redundant class-dependence feature analysis KCFA on FRGC2.0 data, in: Proceedings of the 2nd International Workshop on Analysis Modeling of Faces Gesture (AMFG), Beijing, 2005.
    • C. Xie, M. Savvides, B.V. Kumar, Kernel correlation filter based redundant class-dependence feature analysis KCFA on FRGC2.0 data, in: Proceedings of the 2nd International Workshop on Analysis Modeling of Faces Gesture (AMFG), Beijing, 2005.
  • 24
    • 33744538091 scopus 로고    scopus 로고
    • Generalized correlation function: definition, properties and application to blind equalization
    • Santamaría I., Pokharel P., and Principe J. Generalized correlation function: definition, properties and application to blind equalization. IEEE Trans. Signal Process. 54 6 (2006) 2187-2197
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.6 , pp. 2187-2197
    • Santamaría, I.1    Pokharel, P.2    Principe, J.3
  • 25
    • 33749069086 scopus 로고    scopus 로고
    • P. Pokharel, R. Agrawal, J. Principe, Correntropy based matched filtering, in: Proceedings of the IEEE International Workshop on Machine Learning for signal Processing (MLSP), 2005, pp. 148-155.
    • P. Pokharel, R. Agrawal, J. Principe, Correntropy based matched filtering, in: Proceedings of the IEEE International Workshop on Machine Learning for signal Processing (MLSP), 2005, pp. 148-155.
  • 26
    • 33947617234 scopus 로고    scopus 로고
    • P. Pokharel, J. Xu, D. Erdogmus, J. Principe, A closed form solution for a nonlinear wiener filter, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 3, France, 2006, pp. 720-723.
    • P. Pokharel, J. Xu, D. Erdogmus, J. Principe, A closed form solution for a nonlinear wiener filter, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), vol. 3, France, 2006, pp. 720-723.
  • 27
    • 38949083132 scopus 로고    scopus 로고
    • K. Jeong, J. Principe, The correntropy MACE filter for image recognition, in: Proceedings of the IEEE International Workshop on Machine Learning for signal Processing (MLSP), Ireland, 2006, pp. 9-14.
    • K. Jeong, J. Principe, The correntropy MACE filter for image recognition, in: Proceedings of the IEEE International Workshop on Machine Learning for signal Processing (MLSP), Ireland, 2006, pp. 9-14.
  • 28
    • 5844297152 scopus 로고
    • Theory of reproducing kernels
    • Aronszajn N. Theory of reproducing kernels. Trans. Amer. Math. Soc. 68 (1950) 337-404
    • (1950) Trans. Amer. Math. Soc. , vol.68 , pp. 337-404
    • Aronszajn, N.1
  • 29
    • 58249092706 scopus 로고    scopus 로고
    • E. Parzen, Statistical methods on time series by Hilbert space methods, Technical Report No. 23, Applied Mathematics and Statistics Laboratory, Stanford University, 1959.
    • E. Parzen, Statistical methods on time series by Hilbert space methods, Technical Report No. 23, Applied Mathematics and Statistics Laboratory, Stanford University, 1959.
  • 30
    • 58249092100 scopus 로고    scopus 로고
    • S. Sudharsanan, A. Mahalanobis, M. Sundareshan, Unified framework for the synthesis of synthetic discriminant functions with reduced noise variance and sharp correlation structure, Appl. Opt. 30 (35) (1991) 5176-5181.
    • S. Sudharsanan, A. Mahalanobis, M. Sundareshan, Unified framework for the synthesis of synthetic discriminant functions with reduced noise variance and sharp correlation structure, Appl. Opt. 30 (35) (1991) 5176-5181.
  • 31
    • 58249086455 scopus 로고    scopus 로고
    • J.C. Principe, D. Xu, J. Fisher, Information theoretic learning, in: S. Haykin (Ed.), Unsupervised Adaptive Filtering, Wiley, New York, 2000, pp. 265-319.
    • J.C. Principe, D. Xu, J. Fisher, Information theoretic learning, in: S. Haykin (Ed.), Unsupervised Adaptive Filtering, Wiley, New York, 2000, pp. 265-319.
  • 32
    • 36249029853 scopus 로고    scopus 로고
    • Correntropy: properties and applications in non-gaussian signal processing
    • Liu W., Pokharel P.P., and Principe J.C. Correntropy: properties and applications in non-gaussian signal processing. IEEE Trans. Signal Process. 55 11 (2007) 5286
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.11 , pp. 5286
    • Liu, W.1    Pokharel, P.P.2    Principe, J.C.3
  • 33
    • 58249084092 scopus 로고    scopus 로고
    • W. Liu, P. Pokharel, J. Principe, Correntropy: a localized similarity measure, in: Proceedings of the 2006 IEEE World Congress on Computational Intelligence (WCCI), Canada, 2006, pp. 10018-10023.
    • W. Liu, P. Pokharel, J. Principe, Correntropy: a localized similarity measure, in: Proceedings of the 2006 IEEE World Congress on Computational Intelligence (WCCI), Canada, 2006, pp. 10018-10023.
  • 35
    • 34547522095 scopus 로고    scopus 로고
    • K. Jeong, S. Han, J. Principe, The fast correntropy MACE filter, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), Vol. 2, Hawaii, 2007, pp. II613-616.
    • K. Jeong, S. Han, J. Principe, The fast correntropy MACE filter, in: Proceedings of the International Conference on Acoustics, Speech, Signal Processing (ICASSP), Vol. 2, Hawaii, 2007, pp. II613-616.
  • 37
    • 0021938963 scopus 로고
    • Clustering to minimize the maximum intercluster distance
    • Gonzalez T. Clustering to minimize the maximum intercluster distance. Theor. Comput. Sci. 38 (1985) 293-306
    • (1985) Theor. Comput. Sci. , vol.38 , pp. 293-306
    • Gonzalez, T.1
  • 38
    • 0037646085 scopus 로고    scopus 로고
    • T. Ross, S. Worrell, V. Velten, J. Mossing, M. Bryant, Standard SAR ATR evaluation experiments using the MSTAR public release data set, in: Proceedings of the SPIE, vol. 3370, 1998, pp. 566-573.
    • T. Ross, S. Worrell, V. Velten, J. Mossing, M. Bryant, Standard SAR ATR evaluation experiments using the MSTAR public release data set, in: Proceedings of the SPIE, vol. 3370, 1998, pp. 566-573.
  • 39
    • 58249087078 scopus 로고    scopus 로고
    • http://www.amp.ece.cmu.edu: Advanced multimedia processing lab at Electrical and Computer Engineering, CMU.
    • http://www.amp.ece.cmu.edu: Advanced multimedia processing lab at Electrical and Computer Engineering, CMU.
  • 40
    • 58249089705 scopus 로고    scopus 로고
    • T. Sim, S. Baker, M. Bsat, The CMU pose, illumination, and expression (PIE) database of human faces, Technical Report CMU-RI-TR-01-02, Robotics Institute, Canegie Mellon University, 2001.
    • T. Sim, S. Baker, M. Bsat, The CMU pose, illumination, and expression (PIE) database of human faces, Technical Report CMU-RI-TR-01-02, Robotics Institute, Canegie Mellon University, 2001.
  • 41
    • 84945185388 scopus 로고    scopus 로고
    • M. Savvides, B.V. Kumar, Efficient design of advanced correlation filters for robust distortion-tolerant face recognition, in: Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), 2003, pp. 45-52.
    • M. Savvides, B.V. Kumar, Efficient design of advanced correlation filters for robust distortion-tolerant face recognition, in: Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), 2003, pp. 45-52.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.