Title :
Iris localization using colour segmentation and circular Hough transform
Author :
Jalil, Nurhanafifi Abd ; Sahak, R. ; Saparon, Azilah
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper presents the enhancement technique of iris localization using circular Hough transform and colour segmentation. Circular Hough transform localized the inner and outer boundaries of the iris using images from each colour channels namely; R, G and B and H, S and V. Combination of the colour channels was also experimented. The experiments were conducted on the iris images obtained from healthy women free from Human Papilloma Virus (HPV). The result from the enhancement technique shows that when images of gray scale and combination of S and V channels are used, both outer and inner boundaries of the irises able to achieve 100% correct localization.
Keywords :
Hough transforms; eye; image colour analysis; image segmentation; medical image processing; microorganisms; Human Papilloma Virus; circular Hough transform; colour segmentation; gray scale; inner boundary; iris localization; outer boundary; HSV; Iris; RGB; circular Hough transform; gray; iris localization;
Conference_Titel :
Biomedical Engineering and Sciences (IECBES), 2012 IEEE EMBS Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4673-1664-4
DOI :
10.1109/IECBES.2012.6498174