Application of mathematical morphological filter for noise reduction in photoacoustic imaging

被引:3
|
作者
Duan, Tingyang [1 ,2 ,3 ]
Tang, Yuqi [4 ]
Gao, Fei
Yao, Junjie [4 ]
机构
[1] ShanghaiTech Univ, Sch Informat Sci & Technol, Hybrid Imaging Syst Lab, Shanghai, Peoples R China
[2] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai, Peoples R China
[3] Univ Chinese Acad Sci, Beijing, Peoples R China
[4] Duke Univ, Photoacoust Imaging Lab, Durham, NC USA
关键词
Photoacoustic imaging; imaging processing; nonlinear filter; TOMOGRAPHY;
D O I
10.1117/12.2512176
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Photoacoustic imaging ( PAI) is a promising imaging technique in preclinical study, which combines both merits of optical and ultrasound imaging. However, PA image quality is seriously suffered from various noises such as random white noise, intrinsic noise of devices and background noise from imaging environment, especially in in-vivo experiments. Regular linear filters like mean filters no longer provide a satisfactory performance. A boosted filter is necessary to degrade the noise level and enhance PA image contrast. In this paper, we applied a nonlinear de-noising filter based on mathematical morphology, which can help smooth the target boundary and well suppress impulse noise in PA images. Phantom and in-vivo experiments in this paper will show the feasibility and performance as a newly-used filter in PA image processing.
引用
收藏
页数:6
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