메뉴 건너뛰기




Volumn 14, Issue 5, 2009, Pages

Method for optical coherence tomography image classification using local features and earth mover's distance

Author keywords

Earth mover's distance; Image classification; Local features; Optical coherence tomography; Support vector machine)

Indexed keywords

AUTOMATED CLASSIFICATION; AUTOMATED METHODS; BIOMEDICAL RESEARCH; CLASSIFICATION ACCURACY; CROSS-SECTIONAL IMAGING; DISEASE DIAGNOSIS; EARTH MOVER'S DISTANCE; HIGH RESOLUTION; IMAGE SETS; IMAGING DEVICE; IMAGING METHOD; LOCAL FEATURE; MATERIAL EVALUATION; NON-HOMOGENEOUS; NORMAL SKIN; NOVEL METHODS; SUPPORT VECTOR; SVM(SUPPORT VECTOR MACHINE);

EID: 74049086794     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.3251059     Document Type: Article
Times cited : (8)

References (18)
  • 2
    • 28944453878 scopus 로고    scopus 로고
    • Automated detection of retinal layer structures on optical coherence tomography images
    • DOI 10.1364/OPEX.13.010200
    • D. C. Fernandez, H. M. Salinas, and C. A. Puliafito, "Automated detection of retinal layer structures on optical coherence tomography images", Opt. Express 13, 10200-10216 (2005). (Pubitemid 41785231)
    • (2005) Optics Express , vol.13 , Issue.25 , pp. 10200-10216
    • Cabrera Fernandez, D.1    Salinas, H.M.2    Puliafito, C.A.3
  • 4
    • 0035437720 scopus 로고    scopus 로고
    • Retinal thickness measurements from optical coherence tomography using a Markov boundary model
    • DOI 10.1109/42.952728, PII S0278006201086621
    • D. Koozekanani, K. Boyer, and C. Roberts, "Retinal thickness measurements from optical coherence tomography using a Markov boundary model", IEEE Trans. Med. Imaging 20, 900-916 (2001). (Pubitemid 32992593)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.9 , pp. 900-916
    • Koozekanani, D.1    Boyer, K.2    Roberts, C.3
  • 5
    • 33845370158 scopus 로고    scopus 로고
    • Computational methods for analysis of human breast tumor tissue in optical coherence tomography images
    • A. M. Zysk and S. A. Boppart, "Computational methods for analysis of human breast tumor tissue in optical coherence tomography images", J. Biomed. Opt. 11(5), 054015 (2006).
    • (2006) J. Biomed. Opt. , vol.11 , Issue.5 , pp. 054015
    • Zysk, A.M.1    Boppart, S.A.2
  • 6
    • 51649095903 scopus 로고    scopus 로고
    • Near real-time classification of optical coherence tomography data using principal components fed linear discriminant analysis
    • F. Bazant-Hegemark and N. Stone, "Near real-time classification of optical coherence tomography data using principal components fed linear discriminant analysis", J. Biomed. Opt. 13(3), 034002 (2008).
    • (2008) J. Biomed. Opt. , vol.13 , Issue.3 , pp. 034002
    • Bazant-Hegemark, F.1    Stone, N.2
  • 7
    • 3042783132 scopus 로고    scopus 로고
    • Theory of keyblock-based image retrieval
    • DOI 10.1145/506309.506313
    • L. Zhu, A. Rao, and A. Zhang, "Theory of keyblock-based image retrieval", ACM Trans. Inf. Syst. 20(2), 224-257 (2002). (Pubitemid 44642303)
    • (2002) ACM Transactions on Information Systems , vol.20 , Issue.2 , pp. 224-257
    • Zhu, L.1    Rao, A.2    Zhang, A.3
  • 9
    • 84937542502 scopus 로고    scopus 로고
    • Learning a sparse representation for object detection
    • A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, Eds., Springer, London, UK
    • S. Agarwal and D. Roth, "Learning a sparse representation for object detection", in Proc, 7th European Conf. on Computer Vision, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, Eds., Vol. 2353, pp. 113-130, Springer, London, UK (2002).
    • (2002) Proc, 7th European Conf. on Computer Vision , vol.2353 , pp. 113-130
    • Agarwal, S.1    Roth, D.2
  • 12
    • 0034313871 scopus 로고    scopus 로고
    • Earth mover's distance as a metric for image retrieval
    • DOI 10.1023/A:1026543900054
    • Y. Rubner, C. Tomasi, and L. Guibas, "The earth mover's distance as a metric for image retrieval", Int. J. Comput. Vis. 40(2), 99-121 (2000). (Pubitemid 32136368)
    • (2000) International Journal of Computer Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.J.3
  • 17
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • O. Chapelle, P. Haffner, and V. Vapnik, "Support vector machines for histogram-based image classification", IEEE Trans. Neural Netw. 10(5), 1055-1064 (1999).
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Haffner, P.2    Vapnik, V.3
  • 18
    • 84871567863 scopus 로고    scopus 로고
    • Support vector machines for region-based image retrieval
    • IEEE Computer Society, Washington, DC
    • F. Jing, M. Li, H.-J. Zhang, and B. Zhang, "Support vector machines for region-based image retrieval", in Proc, Intl. Conf. on Multimedia and Expo (ICME'03), Vol. 2, pp. II-21-4, IEEE Computer Society, Washington, DC (2003).
    • (2003) Proc, Intl. Conf. on Multimedia and Expo (ICME'03) , vol.2
    • Jing, F.1    Li, M.2    Zhang, H.-J.3    Zhang, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.