Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7624, Issue , 2010, Pages

  Agurto, C ^a,b   Barriga, S ^a,b   Murray, V ^a,b   Pattichis, M ^b   Soliz, P ^a,b,c  

^a VisionQuest Biomedical   (United States)

^b University of New Mexico   (United States)

^c UNIVERSITY OF IOWA   (United States)

Author keywords

Diabetic retinopathy; image compression; image degradation; screening algorithm

Indexed keywords

ALGORITHMS; AMPLITUDE MODULATION; COMPUTER AIDED DIAGNOSIS; DIAGNOSIS; EYE PROTECTION; FREQUENCY MODULATION; IMAGE COMPRESSION; MODULATION;

AREA UNDER THE ROC CURVE; DIABETIC RETINOPATHY; DIABETIC RETINOPATHY SCREENING; ILLUMINATION VARIATION; IMAGE DEGRADATION; SCREENING ALGORITHMS; SCREENING SYSTEM; TEXTURAL FEATURE;

MEDICAL IMAGING;

EID: 79955754320     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.844431     Document Type: Conference Paper

References (8)

1. Zimmer-Galler I, R Zeimer, "Results of Implementation of the DigiScope for Diabetic Retinopathy Assessment in The Primary Care Environment," Telemedicine and e-Health, Apr 2006, Vol. 12, No. 2 : 89-98.
2. TECHNO-VISION Project, "MESSIDOR: methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology." [Online]. Available: http://messidor.crihan.fr/.
3. Pattichis M. S.and Bovik A.C., "Analyzing image structure by multidimensional frecuency modulation", IEEE Trans. Pattern Anal. Mach. Intell., 5, 753-766 (2007).
4. Havlicek J. P., "AM-FM image models", Ph.D. Dissertation, The University of Texas at Austin, 1996.
5. Murray V., "AM-FM methods for image and video processing," Ph.D. dissertation, University of New Mexico, (2008).
6. Murray V., Rodriguez P., Pattichis M.S., "Multi-scale AM-FM Demodulation and Reconstruction Methods with Improved Accuracy," accepted for publication, IEEE Transactions on Image Processing, (2009).
7. Agurto C., Murillo S., Murray V., Pattichis M. S., Russell S., Abramoff M., Soliz P., "Detection and Phenotyping of Retinal Disease using AM-FM Processing for Feature Extraction", 42nd IEEE Asilomar Conference on Signals, Systems and Computers, (2008)
8. Agurto, C., Murray, V., Barriga, E., Murillo, S., Pattichis, M.S., Davis, H., Russell, S.R., Abramoff, M.D., Soliz, P. "Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection", accepted for publication, IEEE Transactions on Medical Imaging, (2009).