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Volumn 33, Issue 6, 2012, Pages 798-806

A comparative study on multiscale fractal dimension descriptors

Author keywords

Fractal descriptors; Functional Data Analysis; Multiscale fractal dimension; Pattern recognition

Indexed keywords

AMOUNT OF INFORMATION; CLASSIFICATION TASKS; COMPARATIVE STUDIES; DATA SETS; DESCRIPTORS; FOURIER; FRACTAL THEORY; FUNCTIONAL DATA ANALYSIS; GENERIC SHAPES; IMAGE OBJECTS; KERNEL PCA; LINEAR DISCRIMINANT ANALYSIS; MULTI-SCALE APPROACHES; MULTISCALE FRACTALS; REDUNDANT INFORMATIONS; STATISTICAL FEATURES; WAVELET APPROXIMATIONS;

EID: 84856987133     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.12.016     Document Type: Article
Times cited : (35)

References (47)
  • 1
    • 70350620719 scopus 로고    scopus 로고
    • Shape classification using complex network and multi-scale fractal dimension
    • A.R. Backes, and O.M. Bruno Shape classification using complex network and multi-scale fractal dimension Pattern Recognition Lett. 31 2010 44 51
    • (2010) Pattern Recognition Lett. , vol.31 , pp. 44-51
    • Backes, A.R.1    Bruno, O.M.2
  • 6
    • 1842689804 scopus 로고    scopus 로고
    • A parallel implementation of exact euclidean distance transform based on exact dilations
    • O.M. Bruno, and L. da Fontoura Costa A parallel implementation of exact euclidean distance transform based on exact dilations Microprocess. Microsyst. 28 3 2004 107 113
    • (2004) Microprocess. Microsyst. , vol.28 , Issue.3 , pp. 107-113
    • Bruno, O.M.1    Da Fontoura Costa, L.2
  • 8
    • 44949270069 scopus 로고
    • Fractal structures and the angular correlation function of galaxies
    • D. Calzetti, and M. Giavalisco Fractal structures and the angular correlation function of galaxies Vistas Astron. 33 3/4 1990 295 304
    • (1990) Vistas Astron. , vol.33 , Issue.3-4 , pp. 295-304
    • Calzetti, D.1    Giavalisco, M.2
  • 11
    • 0011595337 scopus 로고
    • Gabor Wavelets for Statistical Pattern Recognition
    • M.A. Arbib, MIT Press Cambridge, Massachusetts
    • J. Daugman, and C. Downing Gabor Wavelets for Statistical Pattern Recognition M.A. Arbib, The Handbook of Brain Theory and Neural Networks 1995 MIT Press Cambridge, Massachusetts 414 419
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 414-419
    • Daugman, J.1    Downing, C.2
  • 12
    • 0003641576 scopus 로고
    • Springer-Verlag Berlin and Heidelberg GmbH & Co. K
    • C. Deboor A Practical Guide to Splines 1978 Springer-Verlag Berlin and Heidelberg GmbH & Co. K
    • (1978) A Practical Guide to Splines
    • Deboor, C.1
  • 15
    • 40049086117 scopus 로고    scopus 로고
    • 2D euclidean distance transform algorithms: A comparative survey
    • R. Fabbri, L.D.F. Costa, J.C. Torelli, and O.M. Bruno 2D euclidean distance transform algorithms: a comparative survey ACM Comput. Surv. 40 1 2008 1 44
    • (2008) ACM Comput. Surv. , vol.40 , Issue.1 , pp. 1-44
    • Fabbri, R.1    Costa, L.D.F.2    Torelli, J.C.3    Bruno, O.M.4
  • 19
    • 31344479581 scopus 로고    scopus 로고
    • Exploring between site differences in water quality trends: A functional data analysis approach
    • DOI 10.1002/env.750
    • B. Henderson Exploring between site differences in water quality trends: a functional data analysis approach Environmetrics 17 1 2005 65 80 (Pubitemid 43143106)
    • (2006) Environmetrics , vol.17 , Issue.1 , pp. 65-80
    • Henderson, B.1
  • 20
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • H. Hotelling Analysis of a complex of statistical variables into principal components J. Edu. Psych. 24 1933 417 441
    • (1933) J. Edu. Psych. , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 21
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • A. Hyvärinen Fast and robust fixed-point algorithms for independent component analysis IEEE Trans. Neural Networks 10 3 1999 626 634
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 22
    • 0036643398 scopus 로고    scopus 로고
    • Texture classification using Gabor filters
    • DOI 10.1016/S0167-8655(02)00056-9, PII S0167865502000569, Selected papers for the 1st International Workshop on Pattern Recognition for Remote Sensing
    • M. Idrissa, and M. Acheroy Texture classification using gabor filters Pattern Recognition Lett. 23 9 2002 1095 1102 (Pubitemid 34476153)
    • (2002) Pattern Recognition Letters , vol.23 , Issue.9 , pp. 1095-1102
    • Idrissa, M.1    Acheroy, M.2
  • 23
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • A.K. Jain, and F. Farrokhnia Unsupervised texture segmentation using Gabor filters Pattern Recognit. 24 12 1991 1167 1186
    • (1991) Pattern Recognit. , vol.24 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 24
    • 84857786755 scopus 로고
    • Factor analysis
    • G.H. Jowett Factor analysis Appl. Statist. 7 2 1958 114 125
    • (1958) Appl. Statist. , vol.7 , Issue.2 , pp. 114-125
    • Jowett, G.H.1
  • 25
    • 0004978954 scopus 로고
    • Utilization of fractal image models in medical image processing
    • W.S. Kuklinski Utilization of fractal image models in medical image processing Fractals 2 3 1994 363 369
    • (1994) Fractals , vol.2 , Issue.3 , pp. 363-369
    • Kuklinski, W.S.1
  • 27
    • 68149091853 scopus 로고    scopus 로고
    • Nonparametric Bayes kernel-based priors for functional data analysis
    • R.F. MacLehose, and D.B. Dunson Nonparametric Bayes kernel-based priors for functional data analysis Statistica SINICA 19 2 2009 611 629
    • (2009) Statistica SINICA , vol.19 , Issue.2 , pp. 611-629
    • MacLehose, R.F.1    Dunson, D.B.2
  • 30
    • 84952065238 scopus 로고    scopus 로고
    • Multiscale fractal characterization of three-dimensional gene expression data
    • IEEE Computer Society
    • E.T.M. Manoel, L. da Fontoura Costa, J. Streicher, and G.B. Müller Multiscale fractal characterization of three-dimensional gene expression data SIBGRAPI 2002 IEEE Computer Society 269 274
    • (2002) SIBGRAPI , pp. 269-274
    • Manoel, E.T.M.1    Da Fontoura Costa, L.2    Streicher, J.3    Müller, G.B.4
  • 31
    • 84857794346 scopus 로고
    • Fractals in the real world
    • (71-72, 74-75, 101-107)
    • D. Oliver Fractals in the real world Dr. Dobb's J. Software Tools 16 4 1991 68 (71-72, 74-75, 101-107)
    • (1991) Dr. Dobb's J. Software Tools , vol.16 , Issue.4 , pp. 68
    • Oliver, D.1
  • 32
    • 0036721673 scopus 로고    scopus 로고
    • Fourier and wavelet descriptors for shape recognition using neural networks-a comparative study
    • DOI 10.1016/S0031-3203(01)00153-4, PII S0031320301001534
    • S. Osowski, and D.D. Nghia Fourier and wavelet descriptors for shape recognition using neural networks - a comparative study Pattern Recognit. 35 9 2002 1949 1957 (Pubitemid 34776308)
    • (2002) Pattern Recognition , vol.35 , Issue.9 , pp. 1949-1957
    • Osowski, S.1    Nghia, D.D.2
  • 33
    • 18444391532 scopus 로고    scopus 로고
    • Leaf shape analysis using the multiscale Minkowski fractal dimension, a new morphometric method: A study with Pass flora (Passifloraceae)
    • DOI 10.1139/b05-002
    • R.O. Plotze, J.G. Padua, M. Falvo, M.L.C. Vieira, G.C.X. Oliveira, and O.M. Bruno Leaf shape analysis by the multiscale minkowski fractal dimension, a new morphometric method: a study in passiflora l. (passifloraceae) Can. J. Botany-Revue Canadienne de Botanique 83 2005 287 301 (Pubitemid 40641100)
    • (2005) Canadian Journal of Botany , vol.83 , Issue.3 , pp. 287-301
    • De Oliveira Plotze, R.1    Falvo, M.2    Padua, J.G.3    Bernacci, L.C.4    Vieira, M.L.C.5    Oliveira, G.C.X.6    Bruno, O.M.7
  • 36
    • 78650928978 scopus 로고    scopus 로고
    • Fractal analysis of leaf-texture properties as a tool for taxonomic and identification purposes: A case study with species from neotropical melastomataceae (miconieae tribe)
    • D.R. Rossatto, D. Casanova, R.M. Kolb, and O.M. Bruno Fractal analysis of leaf-texture properties as a tool for taxonomic and identification purposes: a case study with species from neotropical melastomataceae (miconieae tribe) Plant Syst. Evol. 291 2011 103 116
    • (2011) Plant Syst. Evol. , vol.291 , pp. 103-116
    • Rossatto, D.R.1    Casanova, D.2    Kolb, R.M.3    Bruno, O.M.4
  • 37
    • 15844383263 scopus 로고    scopus 로고
    • Representation of functional data in neural networks
    • DOI 10.1016/j.neucom.2004.11.012, PII S0925231204005089
    • F. Rossi, N. Delannay, B. Conan-Guez, and M. Verleysen Representation of functional data in neural networks Neurocomputing 64 1 2005 183 210 (Pubitemid 40425318)
    • (2005) Neurocomputing , vol.64 , Issue.SPEC. ISS. , pp. 183-210
    • Rossi, F.1    Delannay, N.2    Conan-Guez, B.3    Verleysen, M.4
  • 39
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • B. Schölkopf, A. Smola, and K.-R. Müller Nonlinear component analysis as a kernel eigenvalue problem Neural Comput. 10 1998 1299 1319 (Pubitemid 128463674)
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.-R.3
  • 47
    • 0027568628 scopus 로고
    • On detecting the dominant points by the curvature-based polygonal approximation
    • W.Y. Wu, and M.J. Wang On detecting the dominant points by the curvature-based polygonal approximation CVGIP: Graphical Models Image Process 55 1993 79 88
    • (1993) CVGIP: Graphical Models Image Process , vol.55 , pp. 79-88
    • Wu, W.Y.1    Wang, M.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.