Title :
Colour image enhancement for Ziehl-Neelsen slide images
Author :
Wahab, A.S.W. ; Mashor, M.Y. ; Salleh, Zaleha ; Shukor, S. ; Rahim, N.A. ; Idris, F. Mohamad ; Hasan, H. ; Noor, S. S Md
Author_Institution :
Sch. of Comput. Eng., Univ. Malaysia Perlis, Arau
Abstract :
The recognition of tuberculosis (TB) bacilli base on a color image processing is one of the most challenging tasks in image processing. The problems increase if the captured images are blurred or have low contrast. This paper proposes partial contrast and saturation technique methods to enhance color images of Ziehl-Neelsen stained smear for the detection of TB bacilli. The partial contrast and saturation techniques have been tested using seven different images. It is shown that the TB bacilli are easier to be detected after applying these techniques.
Keywords :
diseases; image colour analysis; image enhancement; medical image processing; microorganisms; TB bacilli detection; Ziehl-Neelsen slide image; Ziehl-Neelsen stained smear; color saturation technique; colour image enhancement; image processing method; partial contrast technique; saturation technique; tuberculosis bacilli base recognition; Biomedical imaging; Color; Image edge detection; Image enhancement; Image processing; Image quality; Magnetic resonance imaging; Medical diagnostic imaging; Pixel; Ultrasonic imaging;
Conference_Titel :
Electronic Design, 2008. ICED 2008. International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4244-2315-6
Electronic_ISBN :
978-1-4244-2315-6
DOI :
10.1109/ICED.2008.4786637