Enhancement of Ultrasound Images with Bilateral Filter and Rayleigh CLAHE

被引:0
|
作者
Konyar, Mehmet Zeki [1 ]
Erturk, Sarp [2 ]
机构
[1] Kocaeli Univ, Bilisim Sistemleri Muhendisligi Bolumu, Izmit, Turkey
[2] Kocaeli Univ, Elekt & Haberlesme Muhendisligi Bolumu, Izmit, Turkey
来源
2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2015年
关键词
ultrasound images; bilateral filter; Rayleigh CLAHE; image enhancement;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:1861 / 1864
页数:4
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