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Volumn 32, Issue 15, 2011, Pages 2128-2135

Penalized Fisher discriminant analysis and its application to image-based morphometry

Author keywords

Discriminant representative model; Fisher discriminant analysis; Image based morphometry

Indexed keywords

BIOLOGY AND MEDICINE; DATA SETS; DISCRIMINANT REPRESENTATIVE MODEL; EIGENVALUE DECOMPOSITION; FISHER DISCRIMINANT ANALYSIS; FISHER LINEAR DISCRIMINANT ANALYSIS; GENERALIZED EIGENVALUE PROBLEMS; ILL-CONDITIONING; IMAGE-BASED; IMAGE-BASED MORPHOMETRY; MORPHOMETRY; SCIENCE AND TECHNOLOGY;

EID: 80053904323     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.08.010     Document Type: Article
Times cited : (37)

References (38)
  • 3
    • 0001803094 scopus 로고
    • A transformation for extracting new descriptors of shape
    • Blum, H.; 1967. A transformation for extracting new descriptors of shape. Models for the perception of speech and visual form 19 (1967) 362-380.
    • (1967) Models for the Perception of Speech and Visual Form , vol.19 , pp. 362-380
    • Blum, H.1
  • 7
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R.A. Fisher The use of multiple measurements in taxonomic problems Ann. Eugenic 7 1936 179 188
    • (1936) Ann. Eugenic , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 8
    • 4043092663 scopus 로고    scopus 로고
    • Principal geodesic analysis for the study of nonlinear statistics of shape
    • P.T. Fletcher, C.L. Lu, S.A. Pizer, and S. Joshi Principal geodesic analysis for the study of nonlinear statistics of shape IEEE Trans. Med. Imaging 23 2004 995 1005
    • (2004) IEEE Trans. Med. Imaging , vol.23 , pp. 995-1005
    • Fletcher, P.T.1    Lu, C.L.2    Pizer, S.A.3    Joshi, S.4
  • 9
    • 84887916087 scopus 로고
    • Regularized discriminant analysis
    • J. Friedman Regularized discriminant analysis J. Amer. Statist. Assoc. 84 1989 165 175
    • (1989) J. Amer. Statist. Assoc. , vol.84 , pp. 165-175
    • Friedman, J.1
  • 11
    • 10844252289 scopus 로고    scopus 로고
    • Detection and analysis of statistical differences in anatomical shape
    • DOI 10.1016/j.media.2004.07.003, PII S1361841504000593
    • P. Golland, W. Grimson, M. Shenton, and R. Kikinis Detection and analysis of statistical differences in anatomical shape Med. Image Anal. 9 2005 69 86 (Pubitemid 40003895)
    • (2005) Medical Image Analysis , vol.9 , Issue.1 , pp. 69-86
    • Golland, P.1    Grimson, W.E.L.2    Shenton, M.E.3    Kikinis, R.4
  • 12
  • 13
    • 0002432238 scopus 로고
    • Shape manifolds, procrustean metrics, and complex projective spaces
    • D.G. Kendall Shape manifolds, procrustean metrics, and complex projective spaces Bull. Lond. Math. Soc. 16 1984 81 121
    • (1984) Bull. Lond. Math. Soc. , vol.16 , pp. 81-121
    • Kendall, D.G.1
  • 14
    • 34047169287 scopus 로고    scopus 로고
    • Anatomical equivalence class: A morphological analysis framework using a lossless shape descriptor
    • DOI 10.1109/TMI.2007.893285
    • S. Makrogiannis, R. Verma, and C. Davatzikos Anatomical equivalence class: A morphological analysis framework using a lossless shape descriptor IEEE Trans. Med. Imaging 26 2007 619 631 (Pubitemid 46527339)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.4 , pp. 619-631
    • Makrogiannis, S.1    Verma, R.2    Davatzikos, C.3
  • 17
    • 80055021030 scopus 로고    scopus 로고
    • Ozolek, J.A.; Rohde, G.K.; Wang, W.; 2010
    • Ozolek, J.A.; Rohde, G.K.; Wang, W.; 2010. .
  • 19
    • 34548515317 scopus 로고    scopus 로고
    • Comparison of quantitative methods for cell-shape analysis
    • DOI 10.1111/j.1365-2818.2007.01799.x
    • Z. Pincus, and J.A. Theriot Comparison of quantitative methods for cell-shape analysis J. Microsc. 227 2007 140 156 (Pubitemid 47372310)
    • (2007) Journal of Microscopy , vol.227 , Issue.2 , pp. 140-156
    • Pincus, Z.1    Theriot, J.A.2
  • 21
    • 42049110309 scopus 로고    scopus 로고
    • Deformation-based nuclear morphometry: Capturing nuclear shape variation in HeLa cells
    • DOI 10.1002/cyto.a.20506
    • G.K. Rohde, A.J.S. Ribeiro, K.N. Dahl, and R.F. Murphy Deformation-based nuclear morphometry: Capturing nuclear shape variation in hela cells Cytometry A 73 2008 341 350 (Pubitemid 351522117)
    • (2008) Cytometry Part A , vol.73 , Issue.4 , pp. 341-350
    • Rohde, G.K.1    Ribeiro, A.J.S.2    Dahl, K.N.3    Murphy, R.F.4
  • 22
    • 0041525280 scopus 로고    scopus 로고
    • Automatic construction of 3-d statistical deformation models of the brain using nonrigid registration
    • D. Rueckert, A.F. Frangi, and J.A. Schnabel Automatic construction of 3-d statistical deformation models of the brain using nonrigid registration IEEE Trans. Med. Imaging 22 2003 1014 1025
    • (2003) IEEE Trans. Med. Imaging , vol.22 , pp. 1014-1025
    • Rueckert, D.1    Frangi, A.F.2    Schnabel, J.A.3
  • 24
    • 79955521002 scopus 로고
    • On growth and form
    • J. Thomson On growth and form Nature 100 1917 21 22
    • (1917) Nature , vol.100 , pp. 21-22
    • Thomson, J.1
  • 25
    • 7044237462 scopus 로고    scopus 로고
    • Statistics on diffeomorphisms via tangent space representations
    • M. Vaillant, M. Miller, L. Younes, and A. Trouvé Statistics on diffeomorphisms via tangent space representations NeuroImage 23 2004 S161 S169
    • (2004) NeuroImage , vol.23
    • Vaillant, M.1    Miller, M.2    Younes, L.3    Trouvé, A.4
  • 27
    • 28444455581 scopus 로고    scopus 로고
    • Computerized nuclear morphometry in thyroid follicular neoplasms
    • DOI 10.1111/j.1440-1827.2005.01895.x
    • S.-L. Wang, M.-T. Wu, S.-F. Yang, H.-M. Chan, and C.-Y. Chai Computerized nuclear morphometry in thyroid follicular neoplasms Pathol. Internat. 55 2005 703 706 (Pubitemid 41726936)
    • (2005) Pathology International , vol.55 , Issue.11 , pp. 703-706
    • Wang, S.-L.1    Wu, M.-T.2    Yang, S.-F.3    Chan, H.-M.4    Chai, C.-Y.5
  • 30
    • 77951195945 scopus 로고    scopus 로고
    • Detection and classification of thyroid follicular lesions based on nuclear structure from histopathology images
    • W. Wang, J.A. Ozolek, and G.K. Rohde Detection and classification of thyroid follicular lesions based on nuclear structure from histopathology images Cytometry Part A 77 2010 485 494
    • (2010) Cytometry Part A , vol.77 , pp. 485-494
    • Wang, W.1    Ozolek, J.A.2    Rohde, G.K.3
  • 32
    • 84870267223 scopus 로고
    • The generalization of'student's'problem when several different population varlances are involved
    • B. Welch The generalization of'student's'problem when several different population varlances are involved Biometrika 34 1947 28
    • (1947) Biometrika , vol.34 , pp. 28
    • Welch, B.1
  • 34
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional data-with application to face recognition
    • H. Yu, and J. Yang A direct LDA algorithm for high-dimensional data-with application to face recognition Pattern Recognition 34 2001 2067
    • (2001) Pattern Recognition , vol.34 , pp. 2067
    • Yu, H.1    Yang, J.2
  • 36
    • 77956901211 scopus 로고    scopus 로고
    • Regularized discriminant analysis, ridge regression and beyond
    • Z. Zhang, G. Dai, C. Xu, and M. Jordan Regularized discriminant analysis, ridge regression and beyond J. Mach. Learn. Res. 11 2010 2199 2228
    • (2010) J. Mach. Learn. Res. , vol.11 , pp. 2199-2228
    • Zhang, Z.1    Dai, G.2    Xu, C.3    Jordan, M.4
  • 37
    • 36849013487 scopus 로고    scopus 로고
    • Automated learning of generative models for subcellular location: Building blocks for systems biology
    • DOI 10.1002/cyto.a.20487
    • T. Zhao, and R.F. Murphy Automated learning of generative models for subcellular location: Building blocks for systems biology Cytometry A 71A 2007 978 990 (Pubitemid 350234171)
    • (2007) Cytometry Part A , vol.71 , Issue.12 , pp. 978-990
    • Zhao, T.1    Murphy, R.F.2
  • 38
    • 66249126820 scopus 로고    scopus 로고
    • Hippocampal shape analysis for alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation
    • L. Zhou, P. Lieby, N. Barnes, C. Réglade-Meslin, J. Walker, N. Cherbuin, and R. Hartley Hippocampal shape analysis for alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation Hippocampus 19 2009 533 540
    • (2009) Hippocampus , vol.19 , pp. 533-540
    • Zhou, L.1    Lieby, P.2    Barnes, N.3    Réglade-Meslin, C.4    Walker, J.5    Cherbuin, N.6    Hartley, R.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.