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Volumn 25, Issue 11, 2006, Pages 1451-1461

Generalized overlap measures for evaluation and validation in medical image analysis

Author keywords

Fuzzy sets; Hausdorff distance; Morphological operations; Registration; Segmentation; Validation

Indexed keywords

GENERALIZED OVERLAP MEASURES; IMAGE REGISTRATION; MEDICAL IMAGE ANALYSIS; SEGMENTATION ALGORITHMS;

EID: 33750843927     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2006.880587     Document Type: Article
Times cited : (705)

References (44)
  • 1
    • 0043237770 scopus 로고    scopus 로고
    • Image registration methods: A survey
    • B. Zitova and J. Flusser, "Image registration methods: A survey," Image Vision Camput., vol. 21, no. 11, pp. 977-1000, 2003.
    • (2003) Image Vision Camput. , vol.21 , Issue.11 , pp. 977-1000
    • Zitova, B.1    Flusser, J.2
  • 2
    • 14044270157 scopus 로고    scopus 로고
    • Non-rigid image registration: Theory and practice
    • W. R. Crum, T. Hartkens, and D. L. G. Hill, "Non-rigid image registration: Theory and practice," Br. J. Radiol., vol. 77, pp. S140-S153, 2004.
    • (2004) Br. J. Radiol. , vol.77
    • Crum, W.R.1    Hartkens, T.2    Hill, D.L.G.3
  • 3
    • 0030216623 scopus 로고    scopus 로고
    • A survey on evaluation methods for image segmentation
    • Y. J. Zhang, "A survey on evaluation methods for image segmentation," Pattern Recognit., vol. 29, no. 8, pp. 1335-1346, 1996.
    • (1996) Pattern Recognit. , vol.29 , Issue.8 , pp. 1335-1346
    • Zhang, Y.J.1
  • 5
    • 33749693768 scopus 로고
    • Performance characterization in computer vision
    • R. M. Haralick, "Performance characterization in computer vision," CVGIP: Image Understanding, vol. 60, no. 2, pp. 245-249, 1994.
    • (1994) CVGIP: Image Understanding , vol.60 , Issue.2 , pp. 245-249
    • Haralick, R.M.1
  • 6
    • 0033233097 scopus 로고    scopus 로고
    • MRI simulation-based evaluation of image-processing and classification methods
    • Nov.
    • R. K.-S. Kwan, A. C. Evans, and G. B. Pike, "MRI simulation-based evaluation of image-processing and classification methods," IEEE Trans. Med. Imag., vol. 18, no. 11, pp. 1085-1097, Nov. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.11 , pp. 1085-1097
    • Kwan, R.K.-S.1    Evans, A.C.2    Pike, G.B.3
  • 7
    • 27144517439 scopus 로고    scopus 로고
    • Anisotropic multi-scale fluid registration: Evaluation in magnetic resonance breast imaging
    • W. R. Crum, C. Tanner, and D. J. Hawkes, "Anisotropic multi-scale fluid registration: Evaluation in magnetic resonance breast imaging," Phys. Med. Biol., vol. 50, pp. 5153-5174, 2005.
    • (2005) Phys. Med. Biol. , vol.50 , pp. 5153-5174
    • Crum, W.R.1    Tanner, C.2    Hawkes, D.J.3
  • 9
    • 0031240184 scopus 로고    scopus 로고
    • A methodology for evaluation of boundary detection algorithms on medical images
    • May
    • V. Chalana and Y. Kim, "A methodology for evaluation of boundary detection algorithms on medical images," IEEE Trans. Med. Imag., vol. 16, no. 5, pp. 642-652, May 1997.
    • (1997) IEEE Trans. Med. Imag. , vol.16 , Issue.5 , pp. 642-652
    • Chalana, V.1    Kim, Y.2
  • 10
    • 84947788427 scopus 로고    scopus 로고
    • Measuring global and local spatial correspondence using information theory
    • F. Bello and A. C. F. Colchester, "Measuring global and local spatial correspondence using information theory," in Proc. MICCAI, 1998, vol. 1496, pp. 964-973.
    • (1998) Proc. MICCAI , vol.1496 , pp. 964-973
    • Bello, F.1    Colchester, A.C.F.2
  • 11
    • 84958182494 scopus 로고    scopus 로고
    • Valmet: A new validation tool for assessing and improving 3-D object segmentation
    • G. Gerig, M. Jomier, and M. Chakos, "Valmet: A new validation tool for assessing and improving 3-D object segmentation," in Proc. MICCAI, 2001, pp. 516-528.
    • (2001) Proc. MICCAI , pp. 516-528
    • Gerig, G.1    Jomier, M.2    Chakos, M.3
  • 12
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • L. R. Dice, "Measures of the amount of ecologic association between species," Ecology, vol. 26, pp. 297-302, 1945.
    • (1945) Ecology , vol.26 , pp. 297-302
    • Dice, L.R.1
  • 15
  • 16
    • 0033048340 scopus 로고    scopus 로고
    • Improving tissue classification in MRI: A three-dimensional multispectral discriminant analysis method with automated training class selection
    • G. Harris, N. C. Andreasen, T. Cizadlo, J. M. Bailey, H. J. Bockholt, and V. A. Magnotta et al., "Improving tissue classification in MRI: A three-dimensional multispectral discriminant analysis method with automated training class selection," J. Comput. Assist. Tomogr., vol. 23, no. 1, pp. 144-154, 1999.
    • (1999) J. Comput. Assist. Tomogr. , vol.23 , Issue.1 , pp. 144-154
    • Harris, G.1    Andreasen, N.C.2    Cizadlo, T.3    Bailey, J.M.4    Bockholt, H.J.5    Magnotta, V.A.6
  • 17
    • 4344635520 scopus 로고    scopus 로고
    • Fast and robust parameter estimation for statistical partial volume models in brain MRI
    • J. Tohka, A. Zijdenbos, and A. Evans, "Fast and robust parameter estimation for statistical partial volume models in brain MRI," Neurolmage, vol. 23, no. 1, pp. 84-97, 2004.
    • (2004) Neurolmage , vol.23 , Issue.1 , pp. 84-97
    • Tohka, J.1    Zijdenbos, A.2    Evans, A.3
  • 18
    • 0036891369 scopus 로고    scopus 로고
    • Estimation of the partial volume effect in MRI
    • M. A. G. Ballester, A. P. Zisserman, and M. Brady, "Estimation of the partial volume effect in MRI," Med. Image Anal., vol. 6, no. 4, pp. 389-405, 2002.
    • (2002) Med. Image Anal. , vol.6 , Issue.4 , pp. 389-405
    • Ballester, M.A.G.1    Zisserman, A.P.2    Brady, M.3
  • 19
    • 0033652634 scopus 로고    scopus 로고
    • Validation of partial tissue segmentation of single-channel magnetic resonance images of the brain
    • T. J. Grabowski, R. J. Frank, N. R. Szumski, C. K. Brown, and H. Damasio, "Validation of partial tissue segmentation of single-channel magnetic resonance images of the brain," Neurolmage, vol. 12, no. 6, pp. 640-656, 2000.
    • (2000) Neurolmage , vol.12 , Issue.6 , pp. 640-656
    • Grabowski, T.J.1    Frank, R.J.2    Szumski, N.R.3    Brown, C.K.4    Damasio, H.5
  • 20
    • 0037255814 scopus 로고    scopus 로고
    • A unifying framework for partial volume segmentation of brain MR images
    • Jan.
    • K. Van Leemput, F. Maes, D. Vandermeulen, and P. Suetens, "A unifying framework for partial volume segmentation of brain MR images," IEEE Trans. Med. Imag., vol. 22, no. 1, pp. 105-119, Jan. 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.1 , pp. 105-119
    • Van Leemput, K.1    Maes, F.2    Vandermeulen, D.3    Suetens, P.4
  • 22
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • Jan.
    • Y. Zhang, M. Brady, and S. Smith, "Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm," IEEE Trans. Med. Imag., vol. 20, no. 1, pp. 45-57, Jan. 2001.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 23
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • J. Ashburner and K. J. Friston, "Unified segmentation," NeuroImage, vol. 26, pp. 839-851, 2005.
    • (2005) NeuroImage , vol.26 , pp. 839-851
    • Ashburner, J.1    Friston, K.J.2
  • 25
    • 2942620136 scopus 로고    scopus 로고
    • A template free approach to volumetric spatial normalization of brain anatomy
    • C. Studholme and V. Cardenas, "A template free approach to volumetric spatial normalization of brain anatomy," Pattern Recognit. Lett., vol. 25, no. 10, pp. 1191-1202, 2004.
    • (2004) Pattern Recognit. Lett. , vol.25 , Issue.10 , pp. 1191-1202
    • Studholme, C.1    Cardenas, V.2
  • 26
    • 33744823826 scopus 로고    scopus 로고
    • Generalized overlap measures for assessment of pairwise and groupwise image registration and segmentation
    • W. R. Crum, O. Camara, D. Rueckert, K. K. Bhatia, M. Jenkinson, and D. L. G. Hill, "generalized overlap measures for assessment of pairwise and groupwise image registration and segmentation," in Proc. MICCAI, 2005, vol. 3749, pp. 99-106.
    • (2005) Proc. MICCAI , vol.3749 , pp. 99-106
    • Crum, W.R.1    Camara, O.2    Rueckert, D.3    Bhatia, K.K.4    Jenkinson, M.5    Hill, D.L.G.6
  • 27
    • 0030668370 scopus 로고    scopus 로고
    • Multimodal image coregistration and partitioning - A unified framework
    • J. Ashburner and K. J. Friston, "Multimodal image coregistration and partitioning - A unified framework," Neurolmage, vol. 6, pp. 209-217, 1997.
    • (1997) Neurolmage , vol.6 , pp. 209-217
    • Ashburner, J.1    Friston, K.J.2
  • 28
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry - The methods
    • _, "Voxel-based morphometry - The methods," NeuroImage, vol. 11, pp. 805-821, 2000.
    • (2000) NeuroImage , vol.11 , pp. 805-821
  • 31
    • 4444371759 scopus 로고    scopus 로고
    • A statistically based flow for image segmentation
    • E. Pichon, A. Tannenbaum, and R. Kikinis, "A statistically based flow for image segmentation," Med. Image Anal., vol. 8, no. 3, pp. 267-274, 2004.
    • (2004) Med. Image Anal. , vol.8 , Issue.3 , pp. 267-274
    • Pichon, E.1    Tannenbaum, A.2    Kikinis, R.3
  • 32
    • 0344121207 scopus 로고    scopus 로고
    • Zen and the art of medical image registration: Correspondence, homology and quality
    • W. R. Crum, L. D. Griffin, D. L. G. Hill, and D. J. Hawkes, "Zen and the art of medical image registration: Correspondence, homology and quality," NeuroImage, vol. 20, pp. 1425-1437, 2003.
    • (2003) NeuroImage , vol.20 , pp. 1425-1437
    • Crum, W.R.1    Griffin, L.D.2    Hill, D.L.G.3    Hawkes, D.J.4
  • 33
    • 10044249956 scopus 로고    scopus 로고
    • Fuzzy spatial relationships for image processing and interpretation: A review
    • I. Bloch, "Fuzzy spatial relationships for image processing and interpretation: A review," Image Vision Comput., vol. 23, no. 2, pp. 89-110, 2005.
    • (2005) Image Vision Comput. , vol.23 , Issue.2 , pp. 89-110
    • Bloch, I.1
  • 34
    • 0029478178 scopus 로고
    • Fuzzy mathematical morphologies - A comparative-study
    • I. Bloch and H. Maitre, "Fuzzy mathematical morphologies - A comparative-study," Pattern Recognit., vol. 28, no. 9, pp. 1341-1387, 1995.
    • (1995) Pattern Recognit. , vol.28 , Issue.9 , pp. 1341-1387
    • Bloch, I.1    Maitre, H.2
  • 35
    • 0020865197 scopus 로고
    • On distances between fuzzy points and their use for plausible reasoning
    • D. Dubois and H. Prade, "On distances between fuzzy points and their use for plausible reasoning," in Proc. Int. Conf. Syst. Man Cybernetics, 1983, pp. 300-303.
    • (1983) Proc. Int. Conf. Syst. Man Cybernetics , pp. 300-303
    • Dubois, D.1    Prade, H.2
  • 36
    • 29144517748 scopus 로고    scopus 로고
    • Comparison and validation of tissue modelization and statistical classification methods in Tl-weighted MR brain images
    • Dec.
    • M. Bach Cuadra, L. Cammoun, T. Butz, O. Cuisenaire, and J.-P. Thiran, "Comparison and validation of tissue modelization and statistical classification methods in Tl-weighted MR brain images," IEEE Trans. Med. Imag., vol. 24, no. 12, pp. 1548-1565, Dec. 2005.
    • (2005) IEEE Trans. Med. Imag. , vol.24 , Issue.12 , pp. 1548-1565
    • Bach Cuadra, M.1    Cammoun, L.2    Butz, T.3    Cuisenaire, O.4    Thiran, J.-P.5
  • 37
    • 1942438249 scopus 로고    scopus 로고
    • Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation
    • Jul.
    • S. K. Warfield, K. H. Zou, and W. M. Wells, "Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation," IEEE Trans. Med. Imag, vol. 23, no. 7, pp. 903-921, Jul. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.7 , pp. 903-921
    • Warfield, S.K.1    Zou, K.H.2    Wells, W.M.3
  • 38
    • 33744798244 scopus 로고    scopus 로고
    • Statistical representation and simulation of high-dimensional deformations: Application to synthesizing brain deformations
    • Z. Xue, D. Shen, B. Karacali, and C. Davatzikos, "Statistical representation and simulation of high-dimensional deformations: Application to synthesizing brain deformations," in Proc. Med. Image Comput. Computer-Assisted Intervention, 2005, vol. 3749, pp. 500-508.
    • (2005) Proc. Med. Image Comput. Computer-assisted Intervention , vol.3749 , pp. 500-508
    • Xue, Z.1    Shen, D.2    Karacali, B.3    Davatzikos, C.4
  • 39
    • 0028724624 scopus 로고
    • Morphometric analysis of white matter lesions in MR images: Methods and validation
    • Apr.
    • A. P. Zijdbenos, B. M. Dawant, R. A. Margolin, and A. C. Palmer, "Morphometric analysis of white matter lesions in MR images: methods and validation," IEEE Trans. Med. Imag., vol. 13, no. 4, pp. 716-724, Apr. 1994.
    • (1994) IEEE Trans. Med. Imag. , vol.13 , Issue.4 , pp. 716-724
    • Zijdbenos, A.P.1    Dawant, B.M.2    Margolin, R.A.3    Palmer, A.C.4
  • 42
    • 0142152390 scopus 로고    scopus 로고
    • Free form deformations guided by gradient vector flow: A surface registration method in thoracic and abdominal PET-CT applications
    • LNCS
    • O. Camara, G. Delso, and I. Bloch, "Free form deformations guided by gradient vector flow: A surface registration method in thoracic and abdominal PET-CT applications," in Proc. Workshop Biomed. Registration, 2003, vol. 2717, LNCS, pp. 224-233.
    • (2003) Proc. Workshop Biomed. Registration , vol.2717 , pp. 224-233
    • Camara, O.1    Delso, G.2    Bloch, I.3
  • 43
    • 0036770220 scopus 로고    scopus 로고
    • Automatic construction of multiple-object three-dimensional statistical shape models: Application to cardiac modelling
    • Sep.
    • A. F. Frangi, D. Rueckeit, J. A. Schnabel, and W. J. Niessen, "Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modelling," IEEE Trans. Med. Imag., vol. 21, no. 9, pp. 1151-1166, Sep. 2002.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , Issue.9 , pp. 1151-1166
    • Frangi, A.F.1    Rueckeit, D.2    Schnabel, J.A.3    Niessen, W.J.4
  • 44
    • 17944380705 scopus 로고    scopus 로고
    • Image-based dose planning of intracavitary brachytherapy: Registration of serial-imaging studies using deformable anatomic templates
    • G. E. Christensen, B. Carlson, K. S. C. Chao, P. Yin, P. W. Grigsby, and K. Nguyen et al., "Image-based dose planning of intracavitary brachytherapy: Registration of serial-imaging studies using deformable anatomic templates," Int. J. Radiat. Oncol. Biol. Phys., vol. 51, no. 1, pp. 227-243, 2001.
    • (2001) Int. J. Radiat. Oncol. Biol. Phys. , vol.51 , Issue.1 , pp. 227-243
    • Christensen, G.E.1    Carlson, B.2    Chao, K.S.C.3    Yin, P.4    Grigsby, P.W.5    Nguyen, K.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.