DocumentCode
656418
Title
Development of a computer system for strabismus screening
Author
Khumdat, N. ; Phukpattaranont, Pornchai ; Tengtrisorn, S.
Author_Institution
Dept. of Electr. Eng., Prince of Songkla Univ., Songkhla, Thailand
fYear
2013
fDate
23-25 Oct. 2013
Firstpage
1
Lastpage
5
Abstract
The Strabismus affects about 4% of the children population, causing amblyopia disease. However, this problem can be found by the Hirschberg test that is one of the exams used to detect this pathology. This work presents a methodology for automatic detection of strabismus in digital images through the Central corneal light reflex ratio (CCLRR) based on digital image processing. The proposed algorithm was organized into three stages: (1) skin detection was analyzed using the threshold of RGB color model (2) the locations of the eyes were detected using the morphological operation technique, position, threshold of gray level and shape. (3) The detection of the corneal light reflex were automatically detected by the grey levels in the range from histogram equation and locating of limbus. The methodology has produced results on the range 94.17% of accuracy, 97.23% of sensitivity and 73.08% of specificity.
Keywords
diseases; image colour analysis; medical image processing; CCLRR; RGB color model; Strabismus affects; amblyopia disease; automatic detection; central corneal light reflex ratio; children population; computer system development; corneal light reflex; digital image processing; digital images; histogram equation; morphological operation technique; pathology detection; skin detection; strabismus screening; Accuracy; Digital images; Face; Image color analysis; Iris; Surgery; Vision defects; Hirschberg test; Strabismus; central corneal light reflex ratio; strabismus screening;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering International Conference (BMEiCON), 2013 6th
Conference_Location
Amphur Muang
Print_ISBN
978-1-4799-1466-1
Type
conf
DOI
10.1109/BMEiCon.2013.6687635
Filename
6687635
Link To Document