Title :
Color retinal image enhancement using CLAHE
Author :
Setiawan, Agung W. ; Mengko, Tati R. ; Santoso, O. Setiono ; Suksmono, Andriyan B.
Author_Institution :
Biomed. Eng. Res. Group, Inst. Teknol. Bandung, Bandung, Indonesia
Abstract :
Common method in image enhancement that´s often use is histogram equalization, due to this method is simple and has low computation load. In this research, we use Contrast Limited Adaptive Histogram Equalization (CLAHE) to enhance the color retinal image. To reduce this noise effect in color retinal image due to the acquisition process, we need to enhance this image. Color retinal image has unique characteristic than other image, that is, this image has important in green (G) channel. Image enhancement has important contribution in ophthalmology. In this paper, we propose new enhancement method using CLAHE in G channel to improve the color retinal image quality. The enhancement process conduct in G channel is appropriate to enhance the color retinal image quality.
Keywords :
equalisers; image colour analysis; image denoising; image enhancement; medical image processing; CLAHE method; color retinal image enhancement method; contrast limited adaptive histogram equalization; green channel; noise effect reduction; ophthalmology; Biomedical imaging; Blood vessels; Colored noise; Image color analysis; Image enhancement; Image quality; Retina; CLAHE; asymmetric; color; enhancement; retinal image;
Conference_Titel :
ICT for Smart Society (ICISS), 2013 International Conference on
Conference_Location :
Jakarta
Print_ISBN :
978-1-4799-0143-2
DOI :
10.1109/ICTSS.2013.6588092