An LDA-based relative hysteresis classifier with application to segmentation of retinal vessels

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 4202-4205

  Condurache, Alexandru Paul ^a   Müller, Florian ^a   Mertins, Alfred ^a  

^a UNIVERSITY OF LÜBECK   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLASS SKEW; CLASSIFICATION METHODS; DATA SETS; HYSTERESIS METHOD; PATTERN CLASSIFICATION; PROBLEM-SPECIFIC KNOWLEDGE; RETINA VESSELS; RETINAL VESSELS; VESSEL SEGMENTATION;

HYSTERESIS; PATTERN RECOGNITION;

IMAGE SEGMENTATION;

EID: 78149472471     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.1021     Document Type: Conference Paper

References (12)

1. J. Canny. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 8(6):679-698, 1986.
2. A. P. Condurache and T. Aach. Vessel segmentation in angiograms using hysteresis thresholding. In Proceedings of MVA-2005, pages 269-272, Tsukuba, Japan, May 16-18 2005.
3. A. P. Condurache and T. Aach. Vessel segmentation in 2D-projection images using a supervised linear hysteresis classifier. In Proceedings of ICPR-2006, volume 1, pages 239-243, Hong Kong, China, August 20-24 2006. IEEE.
4. A. P. Condurache, T. Aach, S. Grzybowski, and H.-G. Machens. Vessel segmentation and analysis in laboratory skin transplant micro-angiogram. In Proceedings of the 18'th IEEE Symposium on CBMS-2005, pages 21-26, Dublin, Ireland, June 23-24 2005. IEEE.
5. A. P. Condurache, A. Mertins, and T. Aach. Supervised, hysteresis-based segmentation of retinal images using the linear-classifier percentile. In Medizinische Bildverarbeitung und Mustererkennung, volume P154, Luebeck, Germany, October 2009. GI.
6. A. Hoover, V. Kouznetzova, and M. Goldbaum. Locating blood vessels in retinal images by picewise threshold probing of a matched filter response. IEEE Transactions on Medical Imaging, 19(3):203-210, 2000.
7. X. Jiang and D. Mojon. Adaptive local thresholding by verification based multithreshold probing with application to vessel detection in retinal images. IEEE Transactions on Pattern Anaysis and Machine Intelligence, 25(1):131-137, 2003.
8. C. Kirbas and F. K. H. Quek. A review of vessel extraction techniques and algorithms. ACM Comput. Surv., 36(2):81-121, 2004.
9. D. C. Klonoff and D. M. Schwartz. An economic analysis of interventions for diabetes. Diabetes Care, 23(3):390-404, 2000.
10. A. Niemistö, V. Dunmire, O. Yli-Harja, W. Zahng, and I. Shmulevich. Robust quantification of in vitro angiogenesis through image analysis. IEEE Transactions on Medical Imaging, 24(4):549-553, 2005. (Pubitemid 40538211)
11. J. V. B. Soares, J. J. G. Leandro, R. M. C. Jr., H. F. Jelinek, and M. J. Cree. Retinal vessel segmentation using the 2-D Gabor wavelet and subervised classification. IEEE Transactions on Medical Imaging, 25(9):1214-1222, 2006.
12. J. Staal, M. D. Abramoff, M. Niemeijier, M. A. Viergever, and B. van Ginneken. Ridge-based vessel segmentation in color images of the retina. IEEE Transactions on Medical Imaging, 23(4):501-509, 2004.