Reduction of Blooming Artifacts in Cardiac CT Images by Blind Deconvolution and Anisotropic Diffusion Filtering

被引:2
作者
Castillo-Amor, Angelica M. [1 ]
Navarro-Navia, Cristian A. [1 ]
Cadena-Bonfanti, Alberto J. [2 ]
Contreras-Ortiz, Sonia H. [1 ]
机构
[1] Univ Tecnol Bolivar, Campus Tecnol,Km 1 Via Turbaco, Cartagena De Indias 130010, Colombia
[2] Clin Costa, Barranquilla 080010, Colombia
来源
11TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS | 2015年 / 9681卷
关键词
Computed tomography; Blooming artifact; Blind deconvolution; Anisotropic diffusion filtering;
D O I
10.1117/12.2209217
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Even though CT is an imaging technique that offers high quality images, limitations on its spatial resolution cause blurring in small objects with high contrast. This phenomenon is known as blooming artifact and affects cardiac images with small calcifications and stents. This paper describes an approach to reduce the blooming artifact and improve resolution in cardiac images using blind deconvolution and anisotropic diffusion filtering. Deconvolution increases resolution but reduces signal-to-noise ratio, and the anisotropic diffusion filter counteracts this effect without affecting the edges in the image.
引用
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页数:6
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