Title :
Detection of laser marks in retinal images
Author :
Pires Dias, Joao Miguel ; Manta Oliveira, Carlos ; da Silva Cruz, Luis A.
Author_Institution :
Critical Health S.A., Coimbra, Portugal
Abstract :
Eye diseases such as diabetic retinopathy are sometimes treated with recourse to laser based cauterization. The marks left by the action of the laser on the surface of the retina can cause misbehaviors of automated retinal diagnostic systems. It is therefore highly desirable to be able to detect the presence of laser marks left behind by such treatments and use that information in the first steps of automatic retinal diagnostics to prevent further unnecessary processing. In this paper we present an attempt to detect the presence of laser marks using an automated detection algorithm and present some preliminary results on its performance.
Keywords :
diseases; eye; image recognition; laser applications in medicine; medical image processing; automated retinal diagnostic systems; automatic retinal diagnostics; diabetic retinopathy; eye diseases; laser based cauterization; laser marks detection; retinal images; Classification algorithms; Diabetes; Image color analysis; Lasers; Measurement by laser beam; Retina; Retinopathy; diabetic retinopathy; laser marks; laser treatment; retinal images;
Conference_Titel :
Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on
Conference_Location :
Porto
DOI :
10.1109/CBMS.2013.6627864