Title :
Metal Artifacts Reduction in Computed Tomography: A Bilateral Reprojection Approach
Author :
Cheng, Lin ; Liu, Jinfeng
Author_Institution :
Dept. of Eng., Trinity Coll., Hartford, CT, USA
Abstract :
Reducing artifacts owing to metallic objects in Computed Tomography (CT) is a challenging task. These metal induced anisotropic streaks are both signal dependent and difficult to distinguish from sharp edges. The method we propose is based on a non-iterative reprojection-reconstruction framework. It first identifies metal regions and bilateral filtering is used to deal with the streak artifacts. Refined projection data is obtained by replacing metal traces with projections of the bilateral filtered image. Metal regions were superimposed back for the final reconstruction. Experimental results demonstrate a significant reduction in the metal artifacts while preserving the edges for the underlying object.
Keywords :
computerised tomography; medical image processing; bilateral filtering; bilateral reprojection; computed tomography; metal artifact reduction; noniterative reprojection-reconstruction framework; sharp edge; streak artifact; Anisotropic magnetoresistance; Biomedical imaging; Biomedical measurements; Computed tomography; Filtering; Image reconstruction; Iterative methods; Optical imaging; Signal to noise ratio; X-ray imaging;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5517743