메뉴 건너뛰기




Volumn , Issue , 2008, Pages 2096-2099

Palmprint recognition via locality preserving projections and extreme learning machine neural network

Author keywords

Extreme learning machine (ELM); Locality preserving projections (LPP); Palmprint recognition

Indexed keywords

DIMENSIONALITY REDUCTION; DISCRETE WAVELET TRANSFORMATION; EXTREME LEARNING MACHINE; EXTREME LEARNING MACHINE (ELM); HIDDEN LAYERS; LOCALITY PRESERVING PROJECTIONS; LOCALITY PRESERVING PROJECTIONS (LPP); PALM-PRINT IMAGE; PALMPRINT RECOGNITION; POLYU PALMPRINT DATABASE; REGION OF INTEREST;

EID: 67249097893     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2008.4697558     Document Type: Conference Paper
Times cited : (18)

References (22)
  • 1
    • 4544365541 scopus 로고    scopus 로고
    • Palmprint Classification using Principal Lines
    • X. Wu, D. Zhang, K. Wang, B. Huang, "Palmprint Classification using Principal Lines," Pattern Recognition, vol.37, pp.1987-1998
    • Pattern Recognition , vol.37 , pp. 1987-1998
    • Wu, X.1    Zhang, D.2    Wang, K.3    Huang, B.4
  • 2
    • 22844441291 scopus 로고    scopus 로고
    • Personal Authentication using Multiple Palmprint Representation
    • A. Kumar, D. Zhang, "Personal Authentication using Multiple Palmprint Representation," Pattern Recognition, vol.38, pp.1695-1704, 2005
    • (2005) Pattern Recognition , vol.38 , pp. 1695-1704
    • Kumar, A.1    Zhang, D.2
  • 3
    • 0042199015 scopus 로고    scopus 로고
    • Palmprint Feature Extraction using 2-D Gabor Filters
    • W. K. Kong, D. Zhang, W. Li, "Palmprint Feature Extraction using 2-D Gabor Filters," Pattern Recognition, vol.36, pp.2339-2347
    • Pattern Recognition , vol.36 , pp. 2339-2347
    • Kong, W.K.1    Zhang, D.2    Li, W.3
  • 5
    • 0037410759 scopus 로고    scopus 로고
    • Palmprint Recognition using Eigenpalms Features
    • G. Lu, D. Zhang, K. Wang, "Palmprint Recognition using Eigenpalms Features," Pattern Recognition Letters, vol.24, pp.1463-1467, 2003
    • (2003) Pattern Recognition Letters , vol.24 , pp. 1463-1467
    • Lu, G.1    Zhang, D.2    Wang, K.3
  • 7
    • 34548263567 scopus 로고    scopus 로고
    • A Fractal Image Coding Algorithm Research based on Wavelet Transformation
    • in Chinese
    • Y. Xie, d. Fu, W. Ren, "A Fractal Image Coding Algorithm Research based on Wavelet Transformation," Journal of Image and Graphics, vol.7, no.8, pp.839-842, 2003 (in Chinese).
    • (2003) Journal of Image and Graphics , vol.7 , Issue.8 , pp. 839-842
    • Xie, Y.1    Fu, D.2    Ren, W.3
  • 8
    • 67249144083 scopus 로고    scopus 로고
    • A Fast Kernel Principal Compoment Analysis Technique based on Wavelet Feature
    • in Chinese
    • C. K. Chen, Z. Q. Wang, J. Y. Yang, "A Fast Kernel Principal Compoment Analysis Technique based on Wavelet Feature," Computer Engineering and Applications, vol.22, no.40, pp.45-47, 2004(in Chinese).
    • (2004) Computer Engineering and Applications , vol.22 , Issue.40 , pp. 45-47
    • Chen, C.K.1    Wang, Z.Q.2    Yang, J.Y.3
  • 9
    • 67249105081 scopus 로고    scopus 로고
    • Features Extraction and Recognition of Intersected Human Face Based on Wavelet Transform and KPCA
    • April 2007in Chinese
    • Y. Xie, F. Chen, S. Zhang, J. Y. Yang, "Features Extraction and Recognition of Intersected Human Face Based on Wavelet Transform and KPCA," Journal of Image and Graphics, vol.12, no.4, pp.666-672, April 2007(in Chinese).
    • Journal of Image and Graphics , vol.12 , Issue.4 , pp. 666-672
    • Xie, Y.1    Chen, F.2    Zhang, S.3    Yang, J.Y.4
  • 10
    • 33745188262 scopus 로고    scopus 로고
    • An Alternative Formulation of Kernel LPP with Application to Image Recognition
    • G. Feng, D. Hu, D. Zhang, Z. Zhou, "An Alternative Formulation of Kernel LPP with Application to Image Recognition," Neurocomputing, vol.69, pp.1733-1738, 2006
    • (2006) Neurocomputing , vol.69 , pp. 1733-1738
    • Feng, G.1    Hu, D.2    Zhang, D.3    Zhou, Z.4
  • 12
    • 24044455677 scopus 로고    scopus 로고
    • Image Retrieval based on Incremental Subspace Learning
    • K. Lu, X. He, "Image Retrieval based on Incremental Subspace Learning," Pattern Recognition, vol.38, no.11, pp.2047-2054, 2005
    • (2005) Pattern Recognition , vol.38 , Issue.11 , pp. 2047-2054
    • Lu, K.1    He, X.2
  • 13
    • 8644228268 scopus 로고    scopus 로고
    • Locality preserving projections
    • Advances in Neural Information Processing Systems
    • X. He and P. Niyogi. "Locality preserving projections," Int. Conf. Advances in Neural Information Processing Systems, 2003
    • (2003) Int. Conf
    • He, X.1    Niyogi, P.2
  • 14
    • 0037361264 scopus 로고    scopus 로고
    • Learning Capability and Storage Capacity of Two-hidden-layer Feedforward Networks
    • G. Huang, "Learning Capability and Storage Capacity of Two-hidden-layer Feedforward Networks," IEEE Transaction Neural Network, vol.14, no.2, pp.274-281, 2003
    • (2003) IEEE Transaction Neural Network , vol.14 , Issue.2 , pp. 274-281
    • Huang, G.1
  • 16
    • 33746614377 scopus 로고    scopus 로고
    • A New Machine Learning Paradigm for Terrain Recognition
    • July
    • C. W. Thomas, et al, "A New Machine Learning Paradigm for Terrain Recognition," IEEE Geoscience and remote sensing letters. vol.3, no. 3, pp.382-386, July 2006
    • (2006) IEEE Geoscience and remote sensing letters , vol.3 , Issue.3 , pp. 382-386
    • Thomas, C.W.1
  • 17
    • 33745903481 scopus 로고    scopus 로고
    • Extreme Learning Machine: Theory and Applications
    • G. B. Huang, Q. Y. Zhu and C. K. Siew, "Extreme Learning Machine: Theory and Applications," Neurocomputing, vol.70, pp.459-501, 2006
    • (2006) Neurocomputing , vol.70 , pp. 459-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 18
    • 33745903481 scopus 로고    scopus 로고
    • Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks
    • G. B. Huang, Q. Y. Zhu, and C. K. Siew. "Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks," Neurocomputing, vol. 70, pp. 489-501, 2006
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 19
    • 0032028728 scopus 로고    scopus 로고
    • The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network
    • P. L. Bartlett. "The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network," IEEE Transactions on Information Theory, vol. 44, no. 2, pp. 525-536, 1998.
    • (1998) IEEE Transactions on Information Theory , vol.44 , Issue.2 , pp. 525-536
    • Bartlett, P.L.1
  • 20
    • 84898957627 scopus 로고    scopus 로고
    • P. L. Bartlett, For valid generalization, the size of the weights is more important than the size of the network, in Advances in Neural Information Processing Systems'1996 (M. Mozer, M. Jordan, and T. Petsche, eds.), 9, pp. 134-140, MIT Press, 1997.
    • P. L. Bartlett, "For valid generalization, the size of the weights is more important than the size of the network," in Advances in Neural Information Processing Systems'1996 (M. Mozer, M. Jordan, and T. Petsche, eds.), vol. 9, pp. 134-140, MIT Press, 1997.
  • 21
    • 67249153656 scopus 로고    scopus 로고
    • http://www.comp.polyu.edu.hk/~biometrics/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.