Automatic detection of cortical and PSC cataracts using texture and intensity analysis on retro-illumination lens images

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 5044-5047

  Chow, Yew Chung ^a   Gao, Xinting ^b   Li, Huiqi ^b   Lim, Joo Hwee ^b   Sun, Ying ^a   Wong, Tien Yin ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC DETECTION; AUTOMATIC GRADING; DETECTION METHODS; GLOBAL THRESHOLDING; INTENSITY ANALYSIS; OPACITY DETECTION; STATE-OF-THE-ART METHODS; TEXTURE ANALYSIS;

ENGINEERING; INDUSTRIAL ENGINEERING;

TEXTURES;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; CATARACT; COMPUTER ASSISTED DIAGNOSIS; HUMAN; ILLUMINATION; METHODOLOGY; OPHTHALMOSCOPY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; CATARACT; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LIGHTING; OPHTHALMOSCOPY; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84055193457     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091249     Document Type: Conference Paper

References (9)

1. Technology Transfer Rehabilitation Engineering Research Center, University at Buffalo. Low Vision Facts - Anatomy and Physiology of the Eye, http://www.freedomscientific.com/resources/vision-anatomyeye.asp, 2003.
2. WHO, Magnitude and Causes of Visual Impairment, http://www.who.int/ mediacentre/factsheets/fs282/en/index.html, 2002.
3. L. T. Chylack, J. K. Wolfe, D. M. Singer, M. C. Leske, et al, The lens opacities classification system III, Archives of Ophthalmology, Vol. 111, 1993, pp. 831-836.
4. B. E. K. Klein, R. Klein, K. L. P. Linton, Y. L. Magli and M. W. Neider, Assessment of Cataracts from Photographs in the Beaver Dam Eye Study, Ophthalmology, Vol. 9, No. 4, 1986, pp. 1428-1433.
5. Nidek Co. Ltd, Anterior Eye Segment Analysis System: EAS-1000, Operator's Manual, Nidek, Japan 1991.
6. A. Gershenzon and L. D. Robman, New Software for Lens Retroillumination Digital Image Aanalysis, Australian and New Zealand Journal of Ophthalmology, Vol. 27, pp. 170-172, 1999.
7. H. Li, L. Ko, J. H. Lim, J. Liu, D. W. K. Wong, T. Y. Wong and Y. Sun, "Image Based Diagnosis of Cortical Cataract," Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008.
8. H. Li, J. H. Lim, J. Liu, D. W. K. Wong, Y. Foo, Y. Sun and T. Y. Wong, "Automatic detection of posterior subcapsular cataract opacity for cataract screening," International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010.
9. R. C. Gonzalez and R. E. Woods, Digital Image Processing, Pearson Education, 2002.