Title :
Enhanced anisotropic diffusion with noise amplification suppression
Author :
Achmad, Balza ; Mustafa, Mohd Marzuki ; Hussain, Aini
Author_Institution :
Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
Abstract :
In order for medical doctors to be able to effectively utilize ultrasound images to support their diagnosis, the images require to be enhanced. The noise contained in the image needs to be reduced and the edges need to be sharpened. In this paper, an enhanced technique based on anisotropic diffusion that is capable of carrying out simultaneously image smoothing and enhancement is presented. The technique (EAD) is equipped with noise amplification suppression to prevent unwanted enhancement of noise. The technique performs well for image containing noise up to 30%. The tuning parameter is simpler compared with other anisotropic diffusion enhancements.
Keywords :
amplification; biomedical ultrasonics; enhanced magnetoresistance; image enhancement; medical image processing; enhanced anisotropic diffusion; image smoothing; noise amplification suppression; tuning parameter; ultrasound images; Anisotropic magnetoresistance; Biomedical imaging; Filters; Image processing; Medical diagnostic imaging; Noise reduction; Smoothing methods; Speckle; Ultrasonic imaging; Ultrasonography;
Conference_Titel :
Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5560-7
DOI :
10.1109/ICSIPA.2009.5478610