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Volumn 25, Issue 9, 2006, Pages 1214-1222

Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification

Author keywords

Fundus; Gabor; Pattern classification; Retina; Vessel segmentation; Wavelet

Indexed keywords

FUNDUS; GABOR; RETINA; VESSEL SEGMENTATION; WAVELET;

EID: 33748099339     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2006.879967     Document Type: Article
Times cited : (1421)

References (52)
  • 2
    • 0033623974 scopus 로고    scopus 로고
    • Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response
    • Mar.
    • A. Hoover, V. Kouznetsova, and M. Goldbaum, "Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response," IEEE Trans. Med. Imag., vol. 19, no. 3, pp. 203-210, Mar. 2000.
    • (2000) IEEE Trans. Med. Imag. , vol.19 , Issue.3 , pp. 203-210
    • Hoover, A.1    Kouznetsova, V.2    Goldbaum, M.3
  • 5
    • 0035431128 scopus 로고    scopus 로고
    • Costs of mobile screening for diabetic retinopathy: A practical framework for rural populations
    • S. J. Lee, C. A. McCarty, H. R. Taylor, and J. E. Keeffe, "Costs of mobile screening for diabetic retinopathy: A practical framework for rural populations," Aust. J. Rural Health, vol. 8, pp. 186-192, 2001.
    • (2001) Aust. J. Rural Health , vol.8 , pp. 186-192
    • Lee, S.J.1    McCarty, C.A.2    Taylor, H.R.3    Keeffe, J.E.4
  • 6
    • 0035081972 scopus 로고    scopus 로고
    • World blindness: A 21st century perspective
    • H. R. Taylor and J. E. Keeffe, "World blindness: A 21st century perspective," Brit. J. Ophthalmol., vol. 85, pp. 261-266, 2001.
    • (2001) Brit. J. Ophthalmol. , vol.85 , pp. 261-266
    • Taylor, H.R.1    Keeffe, J.E.2
  • 7
    • 33748101994 scopus 로고    scopus 로고
    • Characterisation of fluorescein angiograms of retinal fundus using mathematical morphology: A pilot study
    • Adelaide, Australia
    • C. P. McQuellin, H. F. Jelinek, and G. Joss, "Characterisation of fluorescein angiograms of retinal fundus using mathematical morphology: A pilot study," in Int. Conf. Ophthalmic Photogr., Adelaide, Australia, 2002, p. 152.
    • (2002) Int. Conf. Ophthalmic Photogr. , pp. 152
    • McQuellin, C.P.1    Jelinek, H.F.2    Joss, G.3
  • 8
    • 33748111841 scopus 로고    scopus 로고
    • Microaneurysm detection in colour fundus images
    • Palmerston North, New Zealand, Nov.
    • L. Streeter and M. J. Cree, "Microaneurysm detection in colour fundus images," in Image Vision Comput. New Zealand, Palmerston North, New Zealand, Nov. 2003, pp. 280-284.
    • (2003) Image Vision Comput. New Zealand , pp. 280-284
    • Streeter, L.1    Cree, M.J.2
  • 10
    • 5644287725 scopus 로고    scopus 로고
    • Comparative study of retinal vessel segmentation methods on a new publicly available database
    • J. M. Fitzpatrick and M. Sonka, Eds.
    • M. Niemeijer, J. J. Staal, B. van Ginneken, M. Loog, and M. D. Abràmoff, "Comparative study of retinal vessel segmentation methods on a new publicly available database," in Proc. SPIE Med. Imag., J. M. Fitzpatrick and M. Sonka, Eds., 2004, vol. 5370, pp. 648-656.
    • (2004) Proc. SPIE Med. Imag. , vol.5370 , pp. 648-656
    • Niemeijer, M.1    Staal, J.J.2    Van Ginneken, B.3    Loog, M.4    Abràmoff, M.D.5
  • 12
    • 0027609547 scopus 로고
    • Recursive tracking of vascular networks in angiograms based on the detection-deletion scheme
    • Jun.
    • I. Liu and Y. Sun, "Recursive tracking of vascular networks in angiograms based on the detection-deletion scheme," IEEE Trans. Med. Imag., vol. 12, no. 2, pp. 334-341, Jun. 1993.
    • (1993) IEEE Trans. Med. Imag. , vol.12 , Issue.2 , pp. 334-341
    • Liu, I.1    Sun, Y.2
  • 13
    • 0028706756 scopus 로고
    • The detection and quantification of retinopathy using digital angiograms
    • Dec.
    • L. Zhou, M. S. Rzeszotarski, L. J. Singerman, and J. M. Chokreff, "The detection and quantification of retinopathy using digital angiograms," IEEE Trans. Med. Imag., vol. 13, no. 4, pp. 619-626, Dec. 1994.
    • (1994) IEEE Trans. Med. Imag. , vol.13 , Issue.4 , pp. 619-626
    • Zhou, L.1    Rzeszotarski, M.S.2    Singerman, L.J.3    Chokreff, J.M.4
  • 15
    • 0032034235 scopus 로고    scopus 로고
    • A fuzzy vessel tracking algorithm for retinal images based on fuzzy clustering
    • Apr.
    • Y. A. Tolias and S. M. Panas, "A fuzzy vessel tracking algorithm for retinal images based on fuzzy clustering," IEEE Trans. Med. Imag., vol. 17, no. 2, pp. 263-273, Apr. 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , Issue.2 , pp. 263-273
    • Tolias, Y.A.1    Panas, S.M.2
  • 16
    • 0032585839 scopus 로고    scopus 로고
    • Rapid automated tracing and feature extraction from retinal fundus images using direct exploratory algorithms
    • Jun.
    • A. Can, H. Shen, J. N. Turner, H. L. Tanenbaum, and B. Roysam, "Rapid automated tracing and feature extraction from retinal fundus images using direct exploratory algorithms," IEEE Trans. Inf. Technol. Biomed., vol. 3, no. 2, pp. 125-138, Jun. 1999.
    • (1999) IEEE Trans. Inf. Technol. Biomed. , vol.3 , Issue.2 , pp. 125-138
    • Can, A.1    Shen, H.2    Turner, J.N.3    Tanenbaum, H.L.4    Roysam, B.5
  • 17
    • 0001774680 scopus 로고    scopus 로고
    • Non-recursive paired tracking for vessel extraction from retinal images
    • M. Lalonde, L. Gagnon, and M.-C. Boucher, "Non-recursive paired tracking for vessel extraction from retinal images," Vision Interface, pp. 61-68, 2000.
    • (2000) Vision Interface , pp. 61-68
    • Lalonde, M.1    Gagnon, L.2    Boucher, M.-C.3
  • 18
    • 0035163931 scopus 로고    scopus 로고
    • A method of vessel tracking for vessel diameter measurement on retinal images
    • X. Gao, A. Bharath, A. Stanton, A. Hughes, N. Chapman, and S. Thom, "A method of vessel tracking for vessel diameter measurement on retinal images," in Proc. JCIP'01, 2001, pp. II: 881-884.
    • (2001) Proc. JCIP'01
    • Gao, X.1    Bharath, A.2    Stanton, A.3    Hughes, A.4    Chapman, N.5    Thom, S.6
  • 19
    • 0034204446 scopus 로고    scopus 로고
    • T-snakes: Topology adaptive snakes
    • T. McInerney and D. Terzopoulos, "T-snakes: Topology adaptive snakes," Med. Image Anal., vol. 4, pp. 73-91, 2000.
    • (2000) Med. Image Anal. , vol.4 , pp. 73-91
    • McInerney, T.1    Terzopoulos, D.2
  • 24
    • 0036156161 scopus 로고    scopus 로고
    • Detection and measurement of retinal vessels in fundus images using amplitude modified second-order Gaussian filter
    • Feb.
    • L. Gang, O. Chutatape, and S. M. Krishnan, "Detection and measurement of retinal vessels in fundus images using amplitude modified second-order Gaussian filter," IEEE Trans. Biomed. Eng., vol. 49, no. 2, pp. 168-172, Feb. 2002.
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , Issue.2 , pp. 168-172
    • Gang, L.1    Chutatape, O.2    Krishnan, S.M.3
  • 25
    • 0037252215 scopus 로고    scopus 로고
    • Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images
    • Jan.
    • X. Jiang and D. Mojon, "Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 1, pp. 131-137, Jan. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.1 , pp. 131-137
    • Jiang, X.1    Mojon, D.2
  • 26
    • 6344235120 scopus 로고    scopus 로고
    • Measurement of retinal vessel widths from fundus images based on 2-D modeling
    • Oct.
    • J. Lowell, A. Hunter, D. Steel, A. Basu, R. Ryder, and R. Kennedy, "Measurement of retinal vessel widths from fundus images based on 2-D modeling," IEEE Trans. Med. Imag., vol. 23, no. 10, pp. 1196-1204, Oct. 2004.
    • (2004) IEEE Trans. Med. Imag. , vol.23 , Issue.10 , pp. 1196-1204
    • Lowell, J.1    Hunter, A.2    Steel, D.3    Basu, A.4    Ryder, R.5    Kennedy, R.6
  • 27
    • 0035397820 scopus 로고    scopus 로고
    • Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation
    • Jul.
    • F. Zana and J.-C. Klein, "Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation," IEEE Trans. Image Process., vol. 10, no. 7, pp. 1010-1019, Jul. 2001.
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.7 , pp. 1010-1019
    • Zana, F.1    Klein, J.-C.2
  • 28
    • 0345566190 scopus 로고    scopus 로고
    • Reconstruction of vascular structures in retinal images
    • B. Fang, W. Hsu, and M. Lee, "Reconstruction of vascular structures in retinal images," in Proc. ICJP'03, 2003, pp. II: 157-160.
    • (2003) Proc. ICJP'03
    • Fang, B.1    Hsu, W.2    Lee, M.3
  • 30
    • 0029196521 scopus 로고
    • Back-propagation network and its configuration for blood vessel detection in angiograms
    • Jan.
    • R. Nekovei and Y. Sun, "Back-propagation network and its configuration for blood vessel detection in angiograms," IEEE Trans. Neural. Netw., vol. 6, no. 1, pp. 64-72, Jan. 1995.
    • (1995) IEEE Trans. Neural. Netw. , vol.6 , Issue.1 , pp. 64-72
    • Nekovei, R.1    Sun, Y.2
  • 31
    • 0032803696 scopus 로고    scopus 로고
    • Automated localisation of the optic disc, fovea, and retinal blood vessels from digital colour fundus images
    • C. Sinthanayothin, J. Boyce, and C. T. Williamson, "Automated localisation of the optic disc, fovea, and retinal blood vessels from digital colour fundus images," Br. J. Ophthalmol., vol. 83, pp. 902-910, 1999.
    • (1999) Br. J. Ophthalmol. , vol.83 , pp. 902-910
    • Sinthanayothin, C.1    Boyce, J.2    Williamson, C.T.3
  • 33
    • 85056558969 scopus 로고    scopus 로고
    • Segmentation of retinal fundus vasculature in non-mydriatic camera images using wavelets
    • J. Suri and T. Laxminarayan, Eds. Boca Raton, FL: CRC
    • H. F. Jelinek and R. M. Cesar, Jr., "Segmentation of retinal fundus vasculature in non-mydriatic camera images using wavelets," in Angiography and Plaque Imaging: Advanced Segmentation Techniques, J. Suri and T. Laxminarayan, Eds. Boca Raton, FL: CRC, 2003, pp. 193-224.
    • (2003) Angiography and Plaque Imaging: Advanced Segmentation Techniques , pp. 193-224
    • Jelinek, H.F.1    Cesar Jr., R.M.2
  • 38
    • 0030259483 scopus 로고    scopus 로고
    • Image representation using 2D Gabor wavelets
    • Oct.
    • T. S. Lee, "Image representation using 2D Gabor wavelets," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 10, pp. 959-971, Oct. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.10 , pp. 959-971
    • Lee, T.S.1
  • 39
    • 0030213052 scopus 로고    scopus 로고
    • Texture features for browsing and retrieval of image data
    • Aug.
    • B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 8, pp. 837-842, Aug. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.8 , pp. 837-842
    • Manjunath, B.S.1    Ma, W.Y.2
  • 41
    • 13844309282 scopus 로고    scopus 로고
    • Integrated wavelet processing and spatial statistical testing of fMRI data
    • Dec.
    • D. Van De Ville, T. Blu, and M. Unser, "Integrated wavelet processing and spatial statistical testing of fMRI data," NeuroImage, vol. 23, no. 4, pp. 1472-1485, Dec. 2004.
    • (2004) NeuroImage , vol.23 , Issue.4 , pp. 1472-1485
    • Van De Ville, D.1    Blu, T.2    Unser, M.3
  • 42
    • 0001158758 scopus 로고
    • Wavelet transforms and edge detection
    • S. Albeverio, P. Blanchard, M. Hazewinkel, and L. Streit, Eds. Dordrecht, The Netherlands: D. Reidel
    • A. Grossmann, "Wavelet transforms and edge detection," in Stochastic Processes Phys. Eng., S. Albeverio, P. Blanchard, M. Hazewinkel, and L. Streit, Eds. Dordrecht, The Netherlands: D. Reidel, 1988, pp. 149-157.
    • (1988) Stochastic Processes Phys. Eng. , pp. 149-157
    • Grossmann, A.1
  • 43
    • 0027575283 scopus 로고
    • Image analysis with two-dimensional continuous wavelet transform
    • J.-P. Antoine, P. Carette, R. Murenzi, and B. Piette, "Image analysis with two-dimensional continuous wavelet transform," Signal Process., vol. 31, pp. 241-272, 1993.
    • (1993) Signal Process. , vol.31 , pp. 241-272
    • Antoine, J.-P.1    Carette, P.2    Murenzi, R.3    Piette, B.4
  • 44
    • 11844276580 scopus 로고    scopus 로고
    • A wavelet subspace method for real-time face tracking
    • R. S. Feris, V. Krueger, and R. M. Cesar-Jr, "A wavelet subspace method for real-time face tracking," Real-Time Imag., vol. 10, pp. 339-350, 2004.
    • (2004) Real-time Imag. , vol.10 , pp. 339-350
    • Feris, R.S.1    Krueger, V.2    Cesar Jr., R.M.3
  • 46
    • 0037651211 scopus 로고    scopus 로고
    • A wavelet-based method for multifractal image analysis. I. Methodology and test applications on isotropic and anisotropic random rough surfaces
    • A. Arnéodo, N. Decoster, and S. G. Roux, "A wavelet-based method for multifractal image analysis. I. Methodology and test applications on isotropic and anisotropic random rough surfaces," Eur. Phys. J. A, vol. 15, pp. 567-600, 2000.
    • (2000) Eur. Phys. J. A , vol.15 , pp. 567-600
    • Arnéodo, A.1    Decoster, N.2    Roux, S.G.3
  • 52
    • 33748107619 scopus 로고    scopus 로고
    • Colour normalisation to reduce inter-patient and intra-patient variability in microaneurysm detection in colour retinal images
    • Brisbane, Australia, Feb.
    • M. J. Cree, E. Gamble, and D. Cornforth, "Colour normalisation to reduce inter-patient and intra-patient variability in microaneurysm detection in colour retinal images," in Proc. WDIC2005 ARPS Workshop Digital Image Comput., Brisbane, Australia, Feb. 2005, pp. 163-168.
    • (2005) Proc. WDIC2005 ARPS Workshop Digital Image Comput. , pp. 163-168
    • Cree, M.J.1    Gamble, E.2    Cornforth, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.