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Volumn 5762 LNCS, Issue PART 2, 2009, Pages 558-565

Discriminative, semantic segmentation of brain tissue in MR images

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC SEGMENTATIONS; BIAS FIELD; BRAIN TISSUE; CEREBRO SPINAL FLUIDS; DATA SETS; DECISION FOREST; MR IMAGES; PARTIAL VOLUME EFFECT; QUANTITATIVE VALIDATION; SEMANTIC SEGMENTATION; SPATIAL CONTEXT; STATE OF THE ART;

EID: 79551686618     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04271-3_68     Document Type: Conference Paper
Times cited : (49)

References (19)
  • 1
    • 16344391965 scopus 로고    scopus 로고
    • Morphometric analysis of lateral ventricles in schizophrenia and healthy controls regarding genetic and disease-specific factors
    • Styner, M., et al.: Morphometric analysis of lateral ventricles in schizophrenia and healthy controls regarding genetic and disease-specific factors. In: Proc. National Academy of Science, pp. 4872-4877 (2005)
    • (2005) Proc. National Academy of Science , pp. 4872-4877
    • Styner, M.1
  • 3
  • 4
    • 0001492549 scopus 로고    scopus 로고
    • Shape Quantization and Recognition with Randomized Trees
    • Amit, Y., Geman, D.: Shape quantization and recognition with randomized trees. Neural Computation 9, 1545-1588 (1997) (Pubitemid 127462804)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1545-1588
    • Amit, Y.1    Geman, D.2
  • 5
    • 33745824267 scopus 로고    scopus 로고
    • Textonboost: Joint appearance, shape, and context modeling for multi-class object recognition and segmentation
    • Shotton, J., Winn, J., Rother, J., Criminisi, A.: Textonboost: joint appearance, shape, and context modeling for multi-class object recognition and segmentation. In: Eur. Conf. Computer Vision, pp. 1-15 (2006)
    • (2006) Eur. Conf. Computer Vision , pp. 1-15
    • Shotton, J.1    Winn, J.2    Rother, J.3    Criminisi, A.4
  • 6
    • 0033181293 scopus 로고    scopus 로고
    • Adaptive fuzzy segmentation of magnetic resonance images
    • DOI 10.1109/42.802752
    • Pham, D., Prince, J.: Adaptive fuzzy segmentation of magnetic resonance images. IEEE Trans. Medical Imaging 18, 737-752 (1999) (Pubitemid 30519193)
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.9 , pp. 737-752
    • Pham, D.L.1    Prince, J.L.2
  • 7
    • 31644449692 scopus 로고    scopus 로고
    • Data-driven brain MRI segmentation supported on edge confidence and a priori tissue information
    • Ramon, J., Veronica, M., Oscar, Y.: Data-driven brain MRI segmentation supported on edge confidence and a priori tissue information. IEEE Trans. Medical Imaging 25, 74-83 (2006)
    • (2006) IEEE Trans. Medical Imaging , vol.25 , pp. 74-83
    • Ramon, J.1    Veronica, M.2    Oscar, Y.3
  • 8
    • 33748123943 scopus 로고    scopus 로고
    • Constrained Gaussian mixture model framework for automatic segmentation of MR brain images
    • DOI 10.1109/TMI.2006.880668, 1677729
    • Greenspan, H., Rurf, A., Goldberger, J.: Constrained Gaussian mixture model framework for automatic segmentation of MR brain images. IEEE Trans. Medical Imaging 25, 1233-1245 (2006) (Pubitemid 44304282)
    • (2006) IEEE Transactions on Medical Imaging , vol.25 , Issue.9 , pp. 1233-1245
    • Greenspan, H.1    Ruf, A.2    Goldberger, J.3
  • 9
    • 33845547400 scopus 로고    scopus 로고
    • Automatic segmentation of MR brain images using spatial-varying Gaussian mixture and Markov random field approach
    • Peng, Z., Wee, W., Lee, J.: Automatic segmentation of MR brain images using spatial-varying Gaussian mixture and Markov random field approach. In: Proc. Conf. Computer Vision and Pattern Recognition Workshop, pp. 80-87 (2006)
    • (2006) Proc. Conf. Computer Vision and Pattern Recognition Workshop , pp. 80-87
    • Peng, Z.1    Wee, W.2    Lee, J.3
  • 10
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • DOI 10.1109/42.906424, PII S027800620100800X
    • Zhang, Y., Brady, M., Smith, S.: Segmentation of brain MR images through a hidden Markov model and the expectation-maximization algorithm. IEEE Trans. Medical Imaging 20, 45-57 (2001) (Pubitemid 32293419)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 12
    • 0030153642 scopus 로고    scopus 로고
    • Deformable models in medical image analysis: A survey
    • McInerney, T., Terzopoulos, D.: Deformable models in medical image analysis. Medical Image Analysis 1, 91-108 (1996) (Pubitemid 126421958)
    • (1996) Medical Image Analysis , vol.1 , Issue.2 , pp. 91-108
    • McInerney, T.1    Terzopoulos, D.2
  • 13
    • 4043068463 scopus 로고    scopus 로고
    • Neighbor-constrained segmentation with level set based 3D deformable models
    • Yang, J., Staib, L., Duncan, J.: Neighbor-constrained segmentation with level set based 3D deformable models. IEEE Trans. Medical Imaging 23, 940-948 (2004)
    • (2004) IEEE Trans. Medical Imaging , vol.23 , pp. 940-948
    • Yang, J.1    Staib, L.2    Duncan, J.3
  • 14
    • 77952247690 scopus 로고    scopus 로고
    • Segmentation and measurement of the cortex from 3D MR images using coupled-surface propagation
    • Zeng, X., Staib, L., Schultz, R., Duncan, J.: Segmentation and measurement of the cortex from 3D MR images using coupled-surface propagation. IEEE Trans. Medical Imaging 17, 74-86 (1998)
    • (1998) IEEE Trans. Medical Imaging , vol.17 , pp. 74-86
    • Zeng, X.1    Staib, L.2    Schultz, R.3    Duncan, J.4
  • 16
    • 33847774807 scopus 로고    scopus 로고
    • A review of methods for correction of intensity inhomogeneity in MRI
    • DOI 10.1109/TMI.2006.891486
    • Vovk, U., Pernus, F., Likar, B.: A review of methods for correction of intensity inhomogeneity in MRI. IEEE Trans. Medical Imaging 3, 405-421 (2007) (Pubitemid 46392348)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.3 , pp. 405-421
    • Vovk, U.1    Pernus, F.2    Likar, B.3
  • 17
    • 0034851632 scopus 로고    scopus 로고
    • Magnetic resonance image tissue classification using a partial volume model
    • DOI 10.1006/nimg.2000.0730
    • Shattuck, D., Sandor-Leahy, S., Schaper, K., Rottenberg, D., Leahy, R.: Magnetic resonance image tissue classification using a partial volume model. NeuroImage 13, 856-876 (2001) (Pubitemid 32848331)
    • (2001) NeuroImage , vol.13 , Issue.5 , pp. 856-876
    • Shattuck, D.W.1    Sandor-Leahy, S.R.2    Schaper, K.A.3    Rottenberg, D.A.4    Leahy, R.M.5
  • 18
    • 0030668370 scopus 로고    scopus 로고
    • Multimodal image coregistration and partitioning - A unified framework
    • DOI 10.1006/nimg.1997.0290
    • Ashburner, J., Friston, K.: Multimodal image coregistration and partitioning - a unified framework. NeuroImage 6, 209-217 (1997) (Pubitemid 27488452)
    • (1997) NeuroImage , vol.6 , Issue.3 , pp. 209-217
    • Ashburner, J.1    Friston, K.2
  • 19
    • 61849154077 scopus 로고    scopus 로고
    • Comparison of tissue segmentation algorithms in neuroimage analysis software tools
    • Tsang, O., et al.: Comparison of tissue segmentation algorithms in neuroimage analysis software tools. In: IEEE Engineering in Medicine and Biology Society, pp. 3924-3928 (2008)
    • (2008) IEEE Engineering in Medicine and Biology Society , pp. 3924-3928
    • Tsang, O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.