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Volumn 20, Issue 2, 2014, Pages

High-accuracy retinal layer segmentation for optical coherence tomography using tracking kernels based on gaussian mixture model

Author keywords

Anatomy; biomedical image processing; biomedical optical imaging; biophotonics; image segmentation

Indexed keywords

ANATOMY; AUTOMATED SEGMENTATION; BIO PHOTONICS; BIO-MEDICAL IMAGE PROCESSING; BIOMEDICAL OPTICAL IMAGING; GAUSSIAN MIXTURE MODEL; MORPHOLOGICAL SEGMENTATION; PIXEL CLASSIFICATION;

EID: 84887415523     PISSN: 1077260X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTQE.2013.2281028     Document Type: Article
Times cited : (25)

References (27)
  • 1
    • 0036629502 scopus 로고    scopus 로고
    • In vivo human retinal imaging by Fourier domain optical coherence tomography
    • M. Wojtkowski, R. Leitgeb, A. Kowalczyk, T. Bajraszewski, and A. F. Fercher, "In vivo human retinal imaging by Fourier domain optical coherence tomography," J. Biomed. Opt., vol. 7, no. 3, pp. 457-463, 2002.
    • (2002) J. Biomed. Opt. , vol.7 , Issue.3 , pp. 457-463
    • Wojtkowski, M.1    Leitgeb, R.2    Kowalczyk, A.3    Bajraszewski, T.4    Fercher, A.F.5
  • 3
    • 61549087421 scopus 로고    scopus 로고
    • Optical coherence tomography (OCT) in ophthalmology: Introduction
    • J. G. Fujimoto, W. Drexler, J. S. Schuman, and C. K. Hitzenberger, "Optical coherence tomography (OCT) in ophthalmology: Introduction," Opt. Exp., vol. 17, no. 5, pp. 3978-3979, 2009.
    • (2009) Opt. Exp. , vol.17 , Issue.5 , pp. 3978-3979
    • Fujimoto, J.G.1    Drexler, W.2    Schuman, J.S.3    Hitzenberger, C.K.4
  • 4
    • 79960493087 scopus 로고    scopus 로고
    • Speckle noise reduction in high speed polarization sensitive spectral domain optical coherence tomography
    • E. Götzinger, M. Pircher, B. Baumann, T. Schmoll, H. Sattmann, R. A. Leitgeb, and C. K. Hitzenberger, "Speckle noise reduction in high speed polarization sensitive spectral domain optical coherence tomography," Opt. Exp., vol. 19, no. 15, pp. 14568-14585, 2011.
    • (2011) Opt. Exp. , vol.19 , Issue.15 , pp. 14568-14585
    • Götzinger, E.1    Pircher, M.2    Baumann, B.3    Schmoll, T.4    Sattmann, H.5    Leitgeb, R.A.6    Hitzenberger, C.K.7
  • 5
    • 0001936881 scopus 로고
    • Measurement of intraocular distances by backscattering spectral interferometry
    • A. F. Fercher, C. K. Hitzenberger,G. Kamp, and S. Y. El-Zaiat, "Measurement of intraocular distances by backscattering spectral interferometry," Opt. Commun., vol. 117, no. 1-2, pp. 43-48, 1995.
    • (1995) Opt. Commun. , vol.117 , Issue.1-2 , pp. 43-48
    • Fercher, A.F.1    Hitzenberger, C.K.2    Kamp, G.3    El-Zaiat, S.Y.4
  • 6
    • 69949102912 scopus 로고    scopus 로고
    • Automated segmentation of the macula by optical coherence tomography
    • T. Fabritius, S. Makita, M. Miura, R. Myllyl?a, and Y. Yasuno, "Automated segmentation of the macula by optical coherence tomography," Opt. Exp., vol. 17, no. 18, pp. 15659-15669, 2009.
    • (2009) Opt. Exp. , vol.17 , Issue.18 , pp. 15659-15669
    • Fabritius, T.1    Makita, S.2    Miura, M.3    Myllyla, R.4    Yasuno, Y.5
  • 7
    • 0036944340 scopus 로고    scopus 로고
    • Detecting the inner and outer borders of the retinal nerve fiber layer using optical coherence tomography
    • DOI 10.1007/s00417-002-0461-3
    • H. Ishikawa, S. Piette, J. M. Liebmann, and R. Ritch, "Detecting the inner and outer borders of the retinal nerve fiber layer using optical coherence tomography," Graefes Arch. Clin. Exp. Ophthalmol., vol. 240, no. 5, pp. 362-371, 2002. (Pubitemid 36075610)
    • (2002) Graefe's Archive for Clinical and Experimental Ophthalmology , vol.240 , Issue.5 , pp. 362-371
    • Ishikawa, H.1    Piette, S.2    Liebmann, J.M.3    Ritch, R.4
  • 8
    • 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. Imag., vol. 20, no. 9, pp. 900-916, Sep. 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
  • 10
    • 20444487701 scopus 로고    scopus 로고
    • Quantitative thickness measurement of retinal layers imaged by optical coherence tomography
    • M. Shahidi, Z. Wang, and R. Zelkha, "Quantitative thickness measurement of retinal layers imaged by optical coherence tomography," Amer. J. Ophthalmol., vol. 139, no. 6, pp. 1056-1061, 2005.
    • (2005) Amer. J. Ophthalmol. , vol.139 , Issue.6 , pp. 1056-1061
    • Shahidi, M.1    Wang, Z.2    Zelkha, R.3
  • 11
    • 28944453878 scopus 로고    scopus 로고
    • Automated detection of retinal layer structures on optical coherence tomography images
    • DOI 10.1364/OPEX.13.010200
    • D. C. Fernández, H. M. Salinas, and C. A. Puliafito, "Automated detection of retinal layer structures on optical coherence tomography images," Opt. Exp., vol. 13, no. 25, pp. 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
  • 12
    • 73949138910 scopus 로고    scopus 로고
    • Intra-retinal layer segmentation in optical coherence tomography images
    • A. Mishra, A. Wong, K. Bizheva, and D. A. Clausi, "Intra-retinal layer segmentation in optical coherence tomography images," Opt. Exp., vol. 17, no. 26, pp. 23719-23728, 2009.
    • (2009) Opt. Exp. , vol.17 , Issue.26 , pp. 23719-23728
    • Mishra, A.1    Wong, A.2    Bizheva, K.3    Clausi, D.A.4
  • 14
    • 79551681631 scopus 로고    scopus 로고
    • Intra-retinal layer segmentation in optical coherence tomography using an active contour approach
    • A. Yazdanpanah, G. Hamarneh, B. Smith, and M. Sarunic, "Intra-retinal layer segmentation in optical coherence tomography using an active contour approach," Lecture Notes Computer Science, vol. 5762, pp. 649-656, 2009.
    • (2009) Lecture Notes Computer Science , vol.5762 , pp. 649-656
    • Yazdanpanah, A.1    Hamarneh, G.2    Smith, B.3    Sarunic, M.4
  • 15
    • 84888436658 scopus 로고    scopus 로고
    • Robust segmentation of intraretinal layers in the normal human fovea using a novel statistical model based on texture and shape analysis
    • V. Kajíc, B. Pova?zay, B. Hermann, B. Hofer, D. Marshall, P. L. Rosin, andW. Drexler, "Robust segmentation of intraretinal layers in the normal human fovea using a novel statistical model based on texture and shape analysis," Opt. Exp., vol. 18, no. 14, pp. 14730-14744, 2010.
    • (2010) Opt. Exp. , vol.18 , Issue.14 , pp. 14730-14744
    • Kajíc, V.1    Povazay, B.2    Hermann, B.3    Hofer, B.4    Marshall, D.5    Rosin, P.L.6    Drexler, W.7
  • 16
    • 80051664783 scopus 로고    scopus 로고
    • Automated segmentation by pixel classification of retinal layers in ophthalmic OCT images
    • K. A. Vermeer, J. van der Schoot, H. G. Lemij, and J. F. de Boer, "Automated segmentation by pixel classification of retinal layers in ophthalmic OCT images," Biomed. Opt. Exp., vol. 2, no. 6, pp. 1743-1756, 2011.
    • (2011) Biomed. Opt. Exp. , vol.2 , Issue.6 , pp. 1743-1756
    • Vermeer, K.A.1    Schoot Der J.Van2    Lemij, H.G.3    De Boer, J.F.4
  • 18
    • 52649174394 scopus 로고    scopus 로고
    • Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-d graph search
    • Oct
    • M. K. Garvin, M. D. Abràmoff, R. Kardon, S. R. Russell, X. Wu, and M. Sonka, "Intraretinal layer segmentation of macular optical coherence tomography images using optimal 3-d graph search," IEEE Trans. Med. Imaging, vol. 27, no. 10, pp. 1495-1505, Oct. 2008.
    • (2008) IEEE Trans. Med. Imaging , vol.27 , Issue.10 , pp. 1495-1505
    • Garvin, M.K.1    Abràmoff, M.D.2    Kardon, R.3    Russell, S.R.4    Wu, X.5    Sonka, M.6
  • 19
    • 77953142151 scopus 로고    scopus 로고
    • Three-dimensional analysis of retinal layer texture: Identification of fluid-filled regions in SD-OCT of the macula
    • Jun
    • G. Quellec, K. Lee, M. Dolejsi, M. K. Garvin, M. D. Abràmoff, and M. Sonka, "Three-dimensional analysis of retinal layer texture: Identification of fluid-filled regions in SD-OCT of the macula," IEEE Trans. Med. Imaging, vol. 29, no. 6, pp. 1321-1330, Jun. 2010.
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.6 , pp. 1321-1330
    • Quellec, G.1    Lee, K.2    Dolejsi, M.3    Garvin, M.K.4    Abràmoff, M.D.5    Sonka, M.6
  • 20
    • 77956360101 scopus 로고    scopus 로고
    • Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation
    • S. J. Chiu, X. T. Li, P. Nicholas, C. A. Toth, J. A. Izatt, and S. Farsiu, "Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation," Opt. Exp., vol. 18, no. 18, pp. 19413-19428, 2010.
    • (2010) Opt. Exp. , vol.18 , Issue.18 , pp. 19413-19428
    • Chiu, S.J.1    Li, X.T.2    Nicholas, P.3    Toth, C.A.4    Izatt, J.A.5    Farsiu, S.6
  • 22
    • 44349134375 scopus 로고    scopus 로고
    • Mapping of Macular Substructures with Optical Coherence Tomography for Glaucoma Diagnosis
    • DOI 10.1016/j.ophtha.2007.08.011, PII S0161642007008780
    • O. Tan, G. Li, A. T.-H. Lu, R. Varma, D. Huang, and Advanced Imaging for Glaucoma Study Group, "Mapping of macular substructures with optical coherence tomography for glaucoma diagnosis," Ophthalmology, vol. 115, no. 6, pp. 949-956, 2008. (Pubitemid 351749686)
    • (2008) Ophthalmology , vol.115 , Issue.6 , pp. 949-956
    • Tan, O.1    Li, G.2    Lu, A.T.-H.3    Varma, R.4    Huang, D.5
  • 23
    • 82555205321 scopus 로고    scopus 로고
    • Dirichlet Gaussian mixture model: Application to image segmentation
    • T. M. Nguyen and Q. M. J. Wu, "Dirichlet Gaussian mixture model: Application to image segmentation," Image Vis. Comput., vol. 29, no. 12, pp. 818-828, 2011.
    • (2011) Image Vis. Comput. , vol.29 , Issue.12 , pp. 818-828
    • Nguyen, T.M.1    Wu, Q.M.J.2
  • 24
    • 10944243878 scopus 로고    scopus 로고
    • Speckle reduction in optical coherence tomography images by use of a spatially adaptive wavelet filter
    • DOI 10.1364/OL.29.002878
    • D. C. Adler, T. H. Ko, and J. G. Fujimoto, "Speckle reduction in optical coherence tomography images by use of a spatially adaptivewavelet filter," Opt. Lett., vol. 29, no. 24, pp. 2878-2880, 2004. (Pubitemid 40011254)
    • (2004) Optics Letters , vol.29 , Issue.24 , pp. 2878-2880
    • Adler, D.C.1    Ko, T.H.2    Fujimoto, J.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.