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Volumn , Issue , 2010, Pages 223-228

Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation

Author keywords

Clustering; Gaussian mixture model; Histology; Image segmentation

Indexed keywords

CLUSTERING; COLOR SPACE; GAUSSIAN MIXTURE MODEL; GAUSSIAN MIXTURE MODELS; GLOBAL CLUSTERING; HISTOLOGY IMAGES; INPUT IMAGE; K-MEANS CLUSTERING; LEVEL SET METHOD; RED , GREEN AND BLUES;

EID: 78650121450     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2010.5600019     Document Type: Conference Paper
Times cited : (14)

References (28)
  • 7
    • 51049109414 scopus 로고    scopus 로고
    • Automated grading of breast cancer histopathology using spectral clustering with textural and architectural image features
    • IEEE Press, doi:10.1109/ISBI.2008.4541041
    • S. Doyle, S. Agner, A. Madabhushi, M. Feldman, and J. Tomaszewski, "Automated Grading of Breast Cancer Histopathology Using Spectral Clustering with Textural and Architectural Image Features," Proc. IEEE International Symposium on Biomedical Imaging (ISBI 08), IEEE Press, 2008, pp. 496-499, doi:10.1109/ISBI.2008.4541041.
    • (2008) Proc. IEEE International Symposium on Biomedical Imaging (ISBI 08) , pp. 496-499
    • Doyle, S.1    Agner, S.2    Madabhushi, A.3    Feldman, M.4    Tomaszewski, J.5
  • 9
    • 0033645558 scopus 로고    scopus 로고
    • An automated machine vision system for the histological grading of cervical intraepithelial neoplasia (CIN)
    • Aug., doi:10.1002/1096-9896(2000)9999:9999〈::AIDPATH708〉 3.0.CO;2-I
    • S. J. Keenan, J. Diamond, W. G. McCluggage, H. Bharucha, D. Thompson, P. H. Bartels, and P. W. Hamilton, "An Automated Machine Vision System for The Histological Grading of Cervical Intraepithelial Neoplasia (CIN)," Journal of Pathology, vol. 192, Aug. 2000, pp. 351-362, doi:10.1002/1096-9896(2000) 9999:9999〈::AIDPATH708〉 3.0.CO;2-I.
    • (2000) Journal of Pathology , vol.192 , pp. 351-362
    • Keenan, S.J.1    Diamond, J.2    McCluggage, W.G.3    Bharucha, H.4    Thompson, D.5    Bartels, P.H.6    Hamilton, P.W.7
  • 10
    • 28844456077 scopus 로고    scopus 로고
    • Subvisual chromatin changes in cervical epithelium measured by texture image analysis and correlated with HPV
    • DOI 10.1016/j.ygyno.2005.07.037, PII S0090825805005184
    • M. Guillauda, K. Adler-Storthz, A. Malpica, G. Staerkel, J. Matisic, D. V. Niekirkd, D. Cox, N. Poulina, M. Follen, and C. MacAulaya, "Subvisual Chromatin Changes in Cervical Epithelium Measured by Texture Image Analysis and Correlated with HPV," Gynecologic Oncology, vol. 99, Dec. 2005, pp. S16-S23, doi:10.1016/j.ygyno.2005.07.037. (Pubitemid 41774297)
    • (2005) Gynecologic Oncology , vol.99 , Issue.3 SUPPL.
    • Guillaud, M.1    Adler-Storthz, K.2    Malpica, A.3    Staerkel, G.4    Matisic, J.5    Van Niekirk, D.6    Cox, D.7    Poulin, N.8    Follen, M.9    MacAulay, C.10
  • 12
    • 33244466256 scopus 로고    scopus 로고
    • Quantitative nuclear texture features analysis confirms WHO classification 2004 for lung carcinomas
    • DOI 10.1038/modpathol.3800541, PII 3800541
    • K. Schmid, N. Angerstein, S. Geleff, and A. Gschwendtner, "Quantitative Nuclear Texture Features Analysis Confirms WHO Classification 2004 for Lung Carcinomas," Modern Pathology, vol. 19, Feb. 2006, pp. 453-459, doi:10.1038/modpathol.3800541. (Pubitemid 43277000)
    • (2006) Modern Pathology , vol.19 , Issue.3 , pp. 453-459
    • Schmid, K.1    Angerstein, N.2    Geleff, S.3    Gschwendtner, A.4
  • 13
    • 0032765877 scopus 로고    scopus 로고
    • Diagnosis and prognosis of neuroendocrine tumours of the lung by means of high resolution image analysis
    • U. Jütting, P. Gais, K. Rodenacker, J. Böhm, S. Koch, H. W. Präuer, and H. Höfler, "Diagnosis and Prognosis of Neuroendocrine Tumors of The Lung by Means of High Resolution Image Analysis," Analytical Cell Pathology, vol. 18, Jan. 1999, pp. 109-119. (Pubitemid 29356231)
    • (1999) Analytical Cellular Pathology , vol.18 , Issue.2 , pp. 109-119
    • Jutting, U.1    Gais, P.2    Rodenacker, K.3    Bohm, J.4    Koch, S.5    Prauer, H.W.6    Hofler, H.7
  • 14
    • 59349094544 scopus 로고    scopus 로고
    • Computer-aided evaluation of neuroblastoma on wholeslide histology images: Classifying grade of neuroblastic differentiation
    • Jun., doi:10.1016/j.patcog.2008.10.035
    • J. Kong, O. Sertel, H. Shimada, K. L. Boyer, J. H. Saltz, and M. N. Gurcan, "Computer-aided Evaluation of Neuroblastoma on Wholeslide Histology Images: Classifying Grade of Neuroblastic Differentiation," Pattern Recognition, vol. 42, Jun. 2009, pp. 1080- 1092, doi:10.1016/j.patcog.2008.10. 035.
    • (2009) Pattern Recognition , vol.42 , pp. 1080-1092
    • Kong, J.1    Sertel, O.2    Shimada, H.3    Boyer, K.L.4    Saltz, J.H.5    Gurcan, M.N.6
  • 18
    • 35848947947 scopus 로고    scopus 로고
    • A comparative study of deformable contour methods on medical image segmentation
    • DOI 10.1016/j.imavis.2007.07.010, PII S0262885607001230
    • L. He, Z. Peng, B. Everding, X. Wang, C. Han, K. Weiss, and W. G. Wee, "A Comparative Study of Deformable Contour Method in Medical Image Segmentation," Image and Vision Computing, vol. 26, Feb. 2008, pp. 141-163, doi:10.1016/j.imavis.2007.07.010. (Pubitemid 350061053)
    • (2008) Image and Vision Computing , vol.26 , Issue.2 , pp. 141-163
    • He, L.1    Peng, Z.2    Everding, B.3    Wang, X.4    Han, C.Y.5    Weiss, K.L.6    Wee, W.G.7
  • 19
    • 49249124314 scopus 로고    scopus 로고
    • Investigating the efficacy of nonlinear dimensionality reduction schemes in classifying gene- and protein-expression studies
    • Jul., doi:10.1109/TCBB.2008.36
    • G. Lee, C. Rodriguez, and A. Madabhushi, "Investigating The Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene- and Protein-Expression Studies," IEEE/ACM Trans. on Computational Biology and Bioinformatics, vol. 5, Jul. 2008, pp. 368-384, doi:10.1109/TCBB.2008.36.
    • (2008) IEEE/ACM Trans. on Computational Biology and Bioinformatics , vol.5 , pp. 368-384
    • Lee, G.1    Rodriguez, C.2    Madabhushi, A.3
  • 22
    • 0035248865 scopus 로고    scopus 로고
    • Active contours without edges
    • DOI 10.1109/83.902291
    • T. F. Chan and L. A. Vese, "Active Contour Without Edges," IEEE Trans. on Image Processing, vol. 10, Feb. 2001, pp. 266-277, doi:10.1109/83.902291. (Pubitemid 32254596)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.2 , pp. 266-277
    • Chan, T.F.1    Vese, L.A.2
  • 23
    • 0036891794 scopus 로고    scopus 로고
    • A multiphase level set framework for image segmentation using the Mumford and Shah model
    • DOI 10.1023/A:1020874308076
    • L. A. Vese and T. F. Chan, "A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model," International Journal of Computer Vision, vol. 50, Dec. 2002, pp. 271-293, doi:10.1023/A: 1020874308076. (Pubitemid 35377416)
    • (2002) International Journal of Computer Vision , vol.50 , Issue.3 , pp. 271-293
    • Vese, L.A.1    Chan, T.F.2
  • 24
    • 0343338100 scopus 로고    scopus 로고
    • Level set model for image classification
    • DOI 10.1023/A:1008183109594
    • C. Samson, L. Blanc-Féraud, G. Aubert, and J. Zerubia, "A Level Set Model for Image Classification," International Journal of Computer Vision, vol. 40, Dec. 2000, pp. 187-197, doi: 10.1023/A:1008183109594. (Pubitemid 32251468)
    • (2000) International Journal of Computer Vision , vol.40 , Issue.3 , pp. 187-197
    • Samson, C.1    Blanc-Feraud, L.2    Aubert, G.3    Zerubia, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.