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Volumn 6533 LNCS, Issue , 2011, Pages 153-163

Multiple classifier systems in texton-based approach for the classification of CT images of lung

Author keywords

[No Author keywords available]

Indexed keywords

BASE CLASSIFIERS; COMPUTED TOMOGRAPHY; CT IMAGE; K-MEANS; K-VALUES; LOCAL BINARY PATTERNS; MULTIPLE CLASSIFIER SYSTEMS; NORMAL TISSUE; PIXEL REPRESENTATION; PRODUCT RULE; REGIONS OF INTEREST; SINGLE DECISION; TEXTURE CLASSIFICATION; TWO PARAMETER; COMPUTED TOMOGRAPHY IMAGES;

EID: 79951598366     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-18421-5_15     Document Type: Conference Paper
Times cited : (8)

References (24)
  • 2
    • 33745662161 scopus 로고    scopus 로고
    • Automated Classification of Hyperlucency, Fibrosis, Ground Glass, Solid, and Focal Lesions in High-Resolution CT of the Lung
    • Sluimer, I.C., Prokop, M., Hartmann, I., van Ginneken, B.: Automated Classification of Hyperlucency, Fibrosis, Ground Glass, Solid, and Focal Lesions in High-Resolution CT of the Lung. Medical Physics 33(7), 2610-2620 (2006)
    • (2006) Medical Physics , vol.33 , Issue.7 , pp. 2610-2620
    • Sluimer, I.C.1    Prokop, M.2    Hartmann, I.3    Van Ginneken, B.4
  • 3
    • 0041428219 scopus 로고    scopus 로고
    • Obstructive Lung Diseases: Texture Classification for Differentiation at CT
    • Chabat, F., Yang, G.Z., Hansell, D.M.: Obstructive Lung Diseases: Texture Classification for Differentiation at CT. Radiology 228(3), 871-877 (2003)
    • (2003) Radiology , vol.228 , Issue.3 , pp. 871-877
    • Chabat, F.1    Yang, G.Z.2    Hansell, D.M.3
  • 4
    • 33645675961 scopus 로고    scopus 로고
    • MDCT-based 3-D Texture Classification of Emphysema and Early Smoking Related Lung Pathologies
    • Xu, Y., Sonka, M., McLennan, G., Guo, J., Hoffman, E.A.: MDCT-based 3-D Texture Classification of Emphysema and Early Smoking Related Lung Pathologies. IEEE Trans. Med. Imag. 25(4), 464-475 (2006)
    • (2006) IEEE Trans. Med. Imag. , vol.25 , Issue.4 , pp. 464-475
    • Xu, Y.1    Sonka, M.2    McLennan, G.3    Guo, J.4    Hoffman, E.A.5
  • 5
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
    • Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns. IEEE Trans. Pattern Analysis and Machine Intelligence 24(7), 971-987 (2002)
    • (2002) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 6
    • 70349850950 scopus 로고    scopus 로고
    • A Statistical Approach to Material Classification Using Image Patch Exemplars
    • Varma, M., Zisserman, A.: A Statistical Approach to Material Classification Using Image Patch Exemplars. IEEE Trans. Pattern Analysis and Machine Intelligence 31(11), 2032-2047 (2009)
    • (2009) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.31 , Issue.11 , pp. 2032-2047
    • Varma, M.1    Zisserman, A.2
  • 9
    • 83255173443 scopus 로고    scopus 로고
    • A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images
    • Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. Springer, Heidelberg
    • Gangeh, M.J., Sørensen, L., Shaker, S.B., Kamel, M.S., de Bruijne, M., Loog, M.: A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. 6363, pp. 596-603. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6363 , pp. 596-603
    • Gangeh, M.J.1    Sørensen, L.2    Shaker, S.B.3    Kamel, M.S.4    De Bruijne, M.5    Loog, M.6
  • 10
    • 34247591912 scopus 로고    scopus 로고
    • Supervised Texture Classification by Integration of Multiple Texture Methods and Evaluation Windows
    • Garcia, M.A., Puig, D.: Supervised Texture Classification by Integration of Multiple Texture Methods and Evaluation Windows. Image and Vision Computing 25(7), 1091-1106 (2007)
    • (2007) Image and Vision Computing , vol.25 , Issue.7 , pp. 1091-1106
    • Garcia, M.A.1    Puig, D.2
  • 14
    • 0019522390 scopus 로고
    • Textons, the Elements of Texture Perception, and Their Interactions
    • Julesz, B.: Textons, the Elements of Texture Perception, and Their Interactions. Nature 290(5802), 91-97 (1981)
    • (1981) Nature , vol.290 , Issue.5802 , pp. 91-97
    • Julesz, B.1
  • 15
    • 0035358496 scopus 로고    scopus 로고
    • Representing and Recognizing the Visual Appearance of Materials Using Three-Dimensional Textons
    • Leung, T., Malik, J.: Representing and Recognizing the Visual Appearance of Materials Using Three-Dimensional Textons. International Journal of Computer Vision 43(1), 29-44 (2001)
    • (2001) International Journal of Computer Vision , vol.43 , Issue.1 , pp. 29-44
    • Leung, T.1    Malik, J.2
  • 16
    • 5044227712 scopus 로고    scopus 로고
    • 3D Texture Recognition Using Bidirectional Feature Histograms
    • Cula, O.G., Dana, K.J.: 3D Texture Recognition Using Bidirectional Feature Histograms. International Journal of Computer Vision 59(1), 33-60 (2004)
    • (2004) International Journal of Computer Vision , vol.59 , Issue.1 , pp. 33-60
    • Cula, O.G.1    Dana, K.J.2
  • 17
    • 29144499905 scopus 로고    scopus 로고
    • Working Set Selection Using the Second Order Information for Training SVM
    • Fan, R.E., Chen, P.H., Lin, C.J.: Working Set Selection Using the Second Order Information for Training SVM. Journal of Mach. Learning Research 6, 1889-1918 (2005)
    • (2005) Journal of Mach. Learning Research , vol.6 , pp. 1889-1918
    • Fan, R.E.1    Chen, P.H.2    Lin, C.J.3
  • 20
    • 58849088601 scopus 로고    scopus 로고
    • Texture Classification in Lung CT Using Local Binary Patterns
    • Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. Springer, Heidelberg
    • Sørensen, L., Shaker, S.B., de Bruijne, M.: Texture Classification in Lung CT Using Local Binary Patterns. In: Metaxas, D., Axel, L., Fichtinger, G., Székely, G. (eds.) MICCAI 2008, Part I. LNCS, vol. 5241, pp. 934-941. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5241 , pp. 934-941
    • Sørensen, L.1    Shaker, S.B.2    De Bruijne, M.3
  • 21
    • 76249103656 scopus 로고    scopus 로고
    • Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns
    • Sørensen, L., Shaker, S.B., de Bruijne, M.: Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns. IEEE Trans. Med. Imag. 29(2), 559-569 (2010)
    • (2010) IEEE Trans. Med. Imag. , vol.29 , Issue.2 , pp. 559-569
    • Sørensen, L.1    Shaker, S.B.2    De Bruijne, M.3
  • 23
    • 35248871547 scopus 로고    scopus 로고
    • Classification of Hematologic Malignancies Using Texton Signatures
    • Tuzel, O., Yang, L., Meer, P., Foran, D.J.: Classification of Hematologic Malignancies Using Texton Signatures. Pattern Analysis and Applications 10(4), 277-290 (2007)
    • (2007) Pattern Analysis and Applications , vol.10 , Issue.4 , pp. 277-290
    • Tuzel, O.1    Yang, L.2    Meer, P.3    Foran, D.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.