Title :
Enhancement of ultrasound images with bilateral filter and Rayleigh CLAHE
Author :
Konyar, Mehmet Zeki ; Erturk, Sarp
Author_Institution :
Bilisim Sistemleri Muhendisligi Bolumu, Kocaeli Univ., Kocaeli, Turkey
Abstract :
Ultrasound imaging is a frequently preferred method due to its many advantages. In ultrasound images noise and unseen details reduce visualization. In this work a new approach for denoising image and enhance local details in ultrasound image is proposed. Bilateral filter which preserve edge changes after filtering is utilized to remove noise. After denoising, Rayleigh contrast limited adaptive histogram equalization (CLAHE) is applied to image for enhance local detail. The Rayleigh CLAHE which has non-uniform distribution function, prevent local noise and show local details without saturating high intensitiy areas. The enhanced ultrasound images with proposed method have better visualization then the original images.
Keywords :
filtering theory; image denoising; image enhancement; ultrasonic imaging; Rayleigh CLAHE; Rayleigh contrast limited adaptive histogram equalization; bilateral filter; image denoising; ultrasound images enhancement; ultrasound imaging; Biomedical imaging; Filtering; Histograms; Noise; Speckle; Ultrasonic imaging; Rayleigh CLAHE; bilateral filter; image enhancement; ultrasound images;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7130219