메뉴 건너뛰기




Volumn 45, Issue 1, 2012, Pages 54-65

Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition

Author keywords

Extracting features; Fisher Linear Discriminant; Recursive concaveconvex dimension reduction

Indexed keywords

DIMENSION REDUCTION; DIMENSION REDUCTION TECHNIQUES; EIGEN-VALUE; EXTRACTING FEATURES; FACE IMAGE DATABASE; FISHER LINEAR DISCRIMINANTS; HANDWRITTEN DIGIT; HIGH DIMENSIONAL DATA; IMAGE DATASETS; MULTI-CLASS; OPTIMIZATION PROBLEMS; PROGRAMMING PROBLEM; RECURSIVE PROCEDURE; UPPER BOUND;

EID: 80052759348     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.07.008     Document Type: Article
Times cited : (26)

References (44)
  • 5
    • 84880899766 scopus 로고    scopus 로고
    • Locality sensitive discriminant analysis
    • D. Cai, X. He, K. Zhou, J. Han, and H. Bao Locality sensitive discriminant analysis IJCAI 2007 708 713
    • (2007) IJCAI , pp. 708-713
    • Cai, D.1    He, X.2    Zhou, K.3    Han, J.4    Bao, H.5
  • 11
    • 33746217741 scopus 로고    scopus 로고
    • Face recognition using recursive fisher linear discriminant
    • DOI 10.1109/TIP.2006.875225
    • C. Xiang, X.A. Fan, and T.H. Lee Face recognition using recursive fisher linear discriminant IEEE Transactions on Image Process 15 8 2006 2097 2105 (Pubitemid 44089086)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.8 , pp. 2097-2105
    • Xiang, C.1    Fan, X.-A.2    Lee, T.H.3
  • 12
    • 0033882353 scopus 로고    scopus 로고
    • Robust coding schemes for indexing and retrieval from large face databases
    • DOI 10.1109/83.817604
    • C. Liu, and H. Wechsler Robust coding schemes for indexing and retrieval from large face databases IEEE Transactions on Image Process 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
  • 14
  • 17
    • 33745004653 scopus 로고    scopus 로고
    • Generalized null space uncorrelated Fisher discriminant analysis for linear dimensionality reduction
    • DOI 10.1016/j.patcog.2006.04.002, PII S003132030600135X
    • A.K. Qin, P.N. Suganthan, and M. Loog Generalized null-space uncorrelated Fisher discriminant analysis for linear dimensionality reduction Pattern Recognition 39 9 2006 1805 1808 (Pubitemid 43867580)
    • (2006) Pattern Recognition , vol.39 , Issue.9 , pp. 1805-1808
    • Qin, A.K.1    Suganthan, P.N.2    Loog, M.3
  • 20
    • 70350735981 scopus 로고    scopus 로고
    • Proximal support vector machine using local information
    • X.B. Yang, S.C. Chen, B. Chen, and Z.S. Pan Proximal support vector machine using local information Neurocomputing 2009 1227 1234
    • (2009) Neurocomputing , pp. 1227-1234
    • Yang, X.B.1    Chen, S.C.2    Chen, B.3    Pan, Z.S.4
  • 21
    • 33644830072 scopus 로고    scopus 로고
    • Multisurface proximal support vector machine classification via generalized eigenvalues
    • DOI 10.1109/TPAMI.2006.17
    • O.L. Mangasarian, and E.W. Wild Multisurface proximal support vector classification via generalized eigenvalues IEEE Transactions on Pattern Analysis and Machine Intelligence 28 1 2006 69 74 (Pubitemid 46395305)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.1 , pp. 69-74
    • Mangasarian, O.L.1    Wild, E.W.2
  • 22
    • 77956058730 scopus 로고    scopus 로고
    • Multi-weight vector projection support vector machines
    • Q. Ye, C. Zhao, N. Ye, and Y. Chen Multi-weight vector projection support vector machines Pattern Recognition Letters 31 13 2010 2006 2011
    • (2010) Pattern Recognition Letters , vol.31 , Issue.13 , pp. 2006-2011
    • Ye, Q.1    Zhao, C.2    Ye, N.3    Chen, Y.4
  • 24
    • 79958810411 scopus 로고    scopus 로고
    • Recursive Projection Twin Support Vector Machine via Within-Class Variance Minimization
    • Xiaobo Chen, Jian Yang, Qiaolin Ye, and Jun Liang Recursive Projection Twin Support Vector Machine via Within-Class Variance Minimization Pattern Recognition 44 1011 2011 2643 2655
    • (2011) Pattern Recognition , vol.44 , Issue.1011 , pp. 2643-2655
    • Chen, X.1    Yang, J.2    Ye, Q.3    Liang, J.4
  • 25
    • 84898965347 scopus 로고    scopus 로고
    • A Mathematical Programming Approach to the Kernel Fisher Algorithm
    • Sebastian Mika, Gunnar Rätsch, and Klaus-Robert Müller A Mathematical Programming Approach to the Kernel Fisher Algorithm NIPS 2001
    • (2001) NIPS
    • Mika, S.1    Rätsch, G.2    Müller, K.-R.3
  • 26
  • 27
    • 39549116990 scopus 로고    scopus 로고
    • Recursive support vector machines for dimensionality reduction
    • DOI 10.1109/TNN.2007.908267
    • Q. Tao, D. Chu, and J. Wang Recursive support vector machines for dimensionality reduction IEEE Transactions on Neural Networks 19 2008 189 193 (Pubitemid 351279237)
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.1 , pp. 189-193
    • Tao, Q.1    Chu, D.2    Wang, J.3
  • 28
    • 33746217741 scopus 로고    scopus 로고
    • Face recognition using recursive fisher linear discriminant
    • DOI 10.1109/TIP.2006.875225
    • C. Xiang, X. Fan, and T. Lee Face recognition using recursive Fisher linear discriminant IEEE Transactions on Image Process 15 8 2006 2097 2105 (Pubitemid 44089086)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.8 , pp. 2097-2105
    • Xiang, C.1    Fan, X.-A.2    Lee, T.H.3
  • 30
    • 34249086815 scopus 로고    scopus 로고
    • Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
    • S. Masashi Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis Journal of Machine Learning Research 2007 1027 1061
    • (2007) Journal of Machine Learning Research , pp. 1027-1061
    • Masashi, S.1
  • 33
    • 52649138409 scopus 로고    scopus 로고
    • Efficient maximum margin clustering via cutting plane algorithm
    • Bin Zhao, Fei Wang, Changshui Zhang. Efficient maximum margin clustering via cutting plane algorithm, in: Proceedings of SDM2008, pp. 751762.
    • Proceedings of SDM2008 , pp. 751-762
    • Zhao, B.1    Wang, F.2    Zhang, C.3
  • 35
    • 0003267619 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • P. Belhumeur, J. Hespanha, and D. Kriegman Eigenfaces vs. Fisherfaces: recognition using class specific linear projection Computer Vision ECCV96 1996 43 58
    • (1996) Computer Vision ECCV96 , pp. 43-58
    • Belhumeur, P.1    Hespanha, J.2    Kriegman, D.3
  • 36
    • 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 Why can LDA be performed in PCA transformed space? Pattern Recognition 36 2003 563 566 (Pubitemid 35212848)
    • (2002) Pattern Recognition , vol.36 , Issue.2 , pp. 563-566
    • Yang, J.1    Yang, J.-Y.2
  • 37
    • 33947492041 scopus 로고    scopus 로고
    • Globally maximizing, locally minimizing: Unsupervised discriminant projection with applications to face and palm biometrics
    • DOI 10.1109/TPAMI.2007.1008, Special issue on Biometrics: Progress and Directions
    • 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 Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 29 2007 650 664 (Pubitemid 46464405)
    • (2007) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.29 , Issue.4 , pp. 650-664
    • Yang, J.1    Zhang, D.2    Yang, J.-Y.3    Niu, B.4
  • 39
    • 3042545229 scopus 로고    scopus 로고
    • Yale
    • Yale. Face Database. (Online), available from: 〈http://cvc.yale.edu/ projects/yalefaces/yalefaces.html〉.
    • Face Database
  • 40
    • 3042545229 scopus 로고    scopus 로고
    • ORL
    • ORL. Face Database. (online), available from: 〈http://www.uk. research.att.com/facedatabase.html〉.
    • Face Database
  • 41
    • 80052766680 scopus 로고    scopus 로고
    • Handwritten
    • Handwritten. Digit Dataset. (online), 〈http://www.cs.nyu.edu/roweis/ data.html〉.
    • Digit Dataset
  • 42
    • 34247144360 scopus 로고    scopus 로고
    • Outex Database. (online), 〈http://www.outex.oulu.fi〉.
    • Outex Database
  • 43
    • 17044457690 scopus 로고    scopus 로고
    • View-based recognition of real-world textures
    • P. Matti, N. Tom, M. Topi, and T. Markus View-based recognition of real-world textures Pattern Recognition 37 2 2005 313 323
    • (2005) Pattern Recognition , vol.37 , Issue.2 , pp. 313-323
    • Matti, P.1    Tom, N.2    Topi, M.3    Markus, T.4
  • 44
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • T. Ojala, M. Pietikäinen, and T. Mäenpää Multiresolution gray-scale and rotation invariant texture classification with local binary patterns IEEE Transactions on Pattern Analysis and Machine Intelligence 24 7 2002 971 987 (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.