DocumentCode
2872829
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
fYear
2015
fDate
16-19 May 2015
Firstpage
1861
Lastpage
1864
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130219
Filename
7130219
Link To Document