TY - GEN
T1 - Localization of optic disc in fluorescein angiography images
AU - Cañas, Rubiel Vargas
AU - Liatsis, Panos
PY - 2011
Y1 - 2011
N2 - Optic disc detection is an important task in retinal imaging due to its significance in both clinical and image understanding aspects. In the clinical setting, the optic disc represents the entrance and exit sites of vascular and nervous structures, and its size and shape could be used in diagnostics and treatment of diseases, such as glaucoma. In terms of automated retinal analysis systems, it is used as a landmark point in retinal image registration, the starting point for vessel tracking, and in determining the geometry of the retina. Several approaches have been proposed, the majority of which use intensity or shape-based techniques. Recently, approaches that combine intensity, shape and information regarding vascular structures have been used with good results. In this paper, a method that combines information from the major blood vessels is investigated and compared with intensity and shape-based techniques, when used on their own. The image set employed to evaluate the proposed technique consists of both healthy and unhealthy retinas. The techniques discussed in this contribution result to a robust, fast and accurate technique for detection of the optic disc.
AB - Optic disc detection is an important task in retinal imaging due to its significance in both clinical and image understanding aspects. In the clinical setting, the optic disc represents the entrance and exit sites of vascular and nervous structures, and its size and shape could be used in diagnostics and treatment of diseases, such as glaucoma. In terms of automated retinal analysis systems, it is used as a landmark point in retinal image registration, the starting point for vessel tracking, and in determining the geometry of the retina. Several approaches have been proposed, the majority of which use intensity or shape-based techniques. Recently, approaches that combine intensity, shape and information regarding vascular structures have been used with good results. In this paper, a method that combines information from the major blood vessels is investigated and compared with intensity and shape-based techniques, when used on their own. The image set employed to evaluate the proposed technique consists of both healthy and unhealthy retinas. The techniques discussed in this contribution result to a robust, fast and accurate technique for detection of the optic disc.
KW - bayes' consensus-base fusion
KW - evidence gatering
KW - Optic disc detection
KW - retinal image segmentation
UR - http://www.scopus.com/inward/record.url?scp=80055041459&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:80055041459
SN - 9789958996610
T3 - International Conference on Systems, Signals, and Image Processing
SP - 59
EP - 62
BT - 2011 18th International Conference on Systems, Signals and Image Processing, Proceedings IWSSIP 2011
T2 - 2011 18th International Conference on Systems, Signals and Image Processing, IWSSIP 2011
Y2 - 16 June 2011 through 18 June 2011
ER -