메뉴 건너뛰기




Volumn 44, Issue 7, 2011, Pages 1387-1402

From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis

Author keywords

Classification; Classifier; Dimensionality reduction; Discriminant analysis; Feature extraction; Pattern recognition

Indexed keywords

CLASSIFICATION; DECISION RULES; DIMENSIONALITY REDUCTION; FACE IMAGE DATABASE; FEATURE EXTRACTION METHODS; FISHER LINEAR DISCRIMINANT ANALYSIS; HANDWRITTEN CHINESE CHARACTER; HANDWRITTEN NUMERAL; LOCAL MEAN; MINIMUM DISTANCE CLASSIFIERS; NEAREST NEIGHBOR RULE; NEAREST NEIGHBORS; OBJECT CATEGORIES;

EID: 79952187090     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.01.009     Document Type: Article
Times cited : (58)

References (45)
  • 3
    • 0033096854 scopus 로고    scopus 로고
    • Face recognition using the nearest feature line method
    • S.Z. Li, and Juwei Lu Face recognition using the nearest feature line method IEEE Transactions on Neural Networks 10 2 1999 439 443
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.2 , pp. 439-443
    • Li, S.Z.1    Lu, J.2
  • 5
    • 2142658770 scopus 로고    scopus 로고
    • Locally nearest neighbor classifiers for pattern classification
    • DOI 10.1016/j.patcog.2003.11.004, PII S0031320303004217
    • W. Zheng, L. Zhao, and C. Zou Locally nearest neighbour classifiers for pattern classification Pattern Recognition 37 6 2004 1307 1309 (Pubitemid 38549829)
    • (2004) Pattern Recognition , vol.37 , Issue.6 , pp. 1307-1309
    • Zheng, W.1    Zhao, L.2    Zou, C.3
  • 7
    • 33846293569 scopus 로고    scopus 로고
    • Rectified nearest feature line segment for pattern classification
    • DOI 10.1016/j.patcog.2006.10.021, PII S0031320306004729
    • H. Du, and Y.Q. Chen Rectified nearest feature line segment for pattern classification Pattern Recognition 40 2007 1486 1497 (Pubitemid 46123390)
    • (2007) Pattern Recognition , vol.40 , Issue.5 , pp. 1486-1497
    • Du, H.1    Chen, Y.Q.2
  • 8
    • 33646261405 scopus 로고    scopus 로고
    • A local mean-based nonparametric classifier
    • Y. Mitani, and Y. Hamamoto A local mean-based nonparametric classifier Pattern Recognition Letters 27 10 2006 1151 1159
    • (2006) Pattern Recognition Letters , vol.27 , Issue.10 , pp. 1151-1159
    • Mitani, Y.1    Hamamoto, Y.2
  • 11
    • 0033882353 scopus 로고    scopus 로고
    • Robust coding schemes for indexing and retrieval from large face databases
    • DOI 10.1109/83.817604
    • C.J. Liu, and H. Wechsler Robust coding schemes for indexing and retrieval from large face databases IEEE Transactions on Image Processing 9 1 2000 132 137 (Pubitemid 30562090)
    • (2000) IEEE Transactions on Image Processing , vol.9 , Issue.1 , pp. 132-137
    • Liu, C.1    Wechsler, H.2
  • 12
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional datawith application to face recognition
    • H. Yu, and J. Yang A direct LDA algorithm for high-dimensional datawith application to face recognition Pattern Recognition 34 10 2001 2067 2070
    • (2001) Pattern Recognition , vol.34 , Issue.10 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 13
    • 0036487285 scopus 로고    scopus 로고
    • Why can LDA be performed in PCA transformed space?
    • DOI 10.1016/S0031-3203(02)00048-1, PII S0031320302000481
    • J. Yang, and J.Y. Yang Why can LDA be performed in PCA transformed space? Pattern Recognition 36 2 2003 563 566 (Pubitemid 35212848)
    • (2002) Pattern Recognition , vol.36 , Issue.2 , pp. 563-566
    • Yang, J.1    Yang, J.-Y.2
  • 14
    • 0004709472 scopus 로고    scopus 로고
    • Subspace linear discriminant analysis for face recognition
    • CS-TR4009, University of Maryland
    • W. Zhao, R. Chellappa, J. Phillips, Subspace linear discriminant analysis for face recognition, Technical Report, CS-TR4009, University of Maryland, 1999.
    • (1999) Technical Report
    • Zhao, W.1    Chellappa, R.2    Phillips, J.3
  • 18
    • 0034296402 scopus 로고    scopus 로고
    • Generalized discriminant analysis using a kernel approach
    • G. Baudat, and F. Anouar Generalized discriminant analysis using a kernel approach Neural Computation 12 10 2000 2385 2404
    • (2000) Neural Computation , vol.12 , Issue.10 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 20
    • 14544297033 scopus 로고    scopus 로고
    • KPCA plus LDA: A complete kernel fisher discriminant framework for feature extraction and recognition
    • DOI 10.1109/TPAMI.2005.33
    • J. Yang, A.F. Frangi, J.-Y. Yang, D. Zhang, and Z. Jin KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition IEEE Transactions on Pattern Analysis Machine Intelligence 27 2 2005 230 244 (Pubitemid 40377316)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.2 , pp. 230-244
    • Yang, J.1    Frangi, A.F.2    Yang, J.-Y.3    Zhang, D.4    Jin, Z.5
  • 21
    • 15044364586 scopus 로고    scopus 로고
    • Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image
    • DOI 10.1109/TPAMI.2005.58
    • T.-K. Kim, and J. Kittler Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image IEEE Transactions on Pattern Analysis and Machine Intelligence 27 3 2005 318 327 (Pubitemid 40377325)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.3 , pp. 318-327
    • Kim, T.-K.1    Kittler, J.2
  • 26
    • 0004236492 scopus 로고    scopus 로고
    • Third edition The Johns Hopkins University Press Baltimore, London
    • G.H. Golub, and C.F. Van Loan Matrix Computations Third edition 1996 The Johns Hopkins University Press Baltimore, London
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 27
    • 33745901082 scopus 로고    scopus 로고
    • Face recognition by stepwise nonparametric margin maximum criterion
    • Beijing, China, October
    • X.P. Qiu, L.D. Wu, Face recognition by stepwise nonparametric margin maximum criterion, in: Proceedings of the IEEE Conference on Computer Vision, Beijing, China, October 2005.
    • (2005) Proceedings of the IEEE Conference on Computer Vision
    • Qiu, X.P.1    Wu, L.D.2
  • 29
    • 0032210114 scopus 로고    scopus 로고
    • Speeding up Chinese character recognition in an automatic document reading system
    • Y.H. Tseng, C.C. Kuo, and H.J. Lee Speeding up Chinese character recognition in an automatic document reading system Pattern Recognition 31 11 1998 1601 1612
    • (1998) Pattern Recognition , vol.31 , Issue.11 , pp. 1601-1612
    • Tseng, Y.H.1    Kuo, C.C.2    Lee, H.J.3
  • 31
    • 79952187777 scopus 로고    scopus 로고
    • Available from
    • B. Leibe, The ETH-80 Image Set. Available from: 〈 http://www.mis.informatik.tu-darmstadt.de/Research/Projects/categorization/ eth80-db.html 〉.
    • The ETH-80 Image Set
    • Leibe, B.1
  • 33
    • 0032045780 scopus 로고    scopus 로고
    • The FERET database and evaluation procedure for face-recognition algorithms
    • PII S026288569700070X
    • P.J. Phillips, H. Wechsler, J. Huang, and P. Rauss The FERET database and evaluation procedure for face recognition algorithms Image and Vision Computing 16 5 1998 295 306 (Pubitemid 128393579)
    • (1998) Image and Vision Computing , vol.16 , Issue.5 , pp. 295-306
    • Phillips, P.J.1    Wechsler, H.2    Huang, J.3    Rauss, P.J.4
  • 34
    • 1842662346 scopus 로고    scopus 로고
    • On the relation between discriminant analysis and mutual information for supervised linear feature extraction
    • DOI 10.1016/j.patcog.2003.12.002, PII S0031320303004138
    • S. Petridis, and S.T. Perantonis On the relation between discriminant analysis and mutual information for supervised linear feature extraction Pattern Recognition 37 5 2004 857 874 (Pubitemid 38473832)
    • (2004) Pattern Recognition , vol.37 , Issue.5 , pp. 857-874
    • Petridis, S.1    Perantonis, S.J.2
  • 37
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 38
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • DOI 10.1162/089976603321780317
    • M. Belkin, and P. Niyogi Laplacian eigenmaps for dimensionality reduction and data representation Neural Computation 15 6 2003 1373 1396 (Pubitemid 37049796)
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 39
    • 0034704189 scopus 로고    scopus 로고
    • The manifold ways of perception
    • DOI 10.1126/science.290.5500.2268
    • H.S. Seung, and D.D. Lee The manifold ways of perception Science 290 2000 2268 2269 (Pubitemid 32041555)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2268-2269
    • Seung, H.S.1    Lee, D.D.2
  • 40
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J.B. Tenenbaum, V. de Silva, and J.C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 2000 2319 2323 (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 41
    • 84920257920 scopus 로고    scopus 로고
    • Available from
    • Nearest neighbor search. Available from: 〈 http://en.wikipedia.org/ wiki/Nearest-neighbor-search 〉.
    • Nearest Neighbor Search
  • 44
    • 0042887573 scopus 로고    scopus 로고
    • Nonparametric discriminant analysis and nearest neighbor classification
    • DOI 10.1016/S0167-8655(03)00117-X
    • M. Bressan, and J. Vitria Nonparametric discriminant analysis and nearest neighbor classification Pattern Recognition Letters 24 2003 2743 2749 (Pubitemid 37030451)
    • (2003) Pattern Recognition Letters , vol.24 , Issue.15 , pp. 2743-2749
    • Bressan, M.1    Vitria, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.