Title :
Medical images enhancement by using anisotropic filter and CLAHE
Author :
Kurt, Burçin ; Nabiyev, Vasif V. ; Turhan, Kemal
Author_Institution :
Dept. of Med. Inf., Karadeniz Tech. Univ., Trabzon, Turkey
Abstract :
The purpose of image enhancement is to process an acquired image for better contrast and visibility of features of interest for visual examination as well as subsequent computer-aided analysis and diagnosis. Therefore, we have proposed an algorithm for medical images enhancement. In the study, we used top-hat transform, contrast limited histogram equalization and anisotropic diffusion filter methods. The system results are quite satisfactory for many different medical images like lung, breast, brain, knee and etc.
Keywords :
filtering theory; image enhancement; medical image processing; transforms; CLAHE; anisotropic diffusion filter methods; computer-aided analysis; computer-aided diagnosis; contrast limited adaptive histogram equalization; features of interest; image contrast; medical image enhancement algorithm; top-hat transform; visual examination; Anisotropic magnetoresistance; Filtering algorithms; Histograms; Image enhancement; Medical diagnostic imaging; Transforms; Medical images enhancement; anisotropic diffusion filter; contrast limited histogram equalization; top-hat transform;
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Conference_Location :
Trabzon
Print_ISBN :
978-1-4673-1446-6
DOI :
10.1109/INISTA.2012.6246971