DocumentCode
119830
Title
Edge-preserving partial variable median filtering for fast noise reduction in CT slices
Author
Galba, Tomislav ; Romic, Kresimir ; Baumgartner, Andreas
Author_Institution
Elektrotehnicki fakultet Osijek, Univ. of Osijek, Osijek, Croatia
fYear
2014
fDate
10-12 Sept. 2014
Firstpage
1
Lastpage
4
Abstract
Median filter as a widespread noise reduction technique is here adapted for images taken with computed tomography (CT) scanner. In order to remove noise and thereby preserve edges and clear contours of objects we propose adapted method which uses partial variable median filtering. Except method explanation, we propose suitable platform for implementation, considering size of data set and time requirements of our method. Experimental image processing results and performance tests are shown in this paper.
Keywords
computerised tomography; image denoising; median filters; object recognition; CT scanner; CT slices; computed tomography scanner; edge-preserving partial variable median filtering; experimental image processing; fast noise reduction; noise reduction technique; partial variable median filtering; Biomedical imaging; Computed tomography; Filtering; Graphics processing units; Image edge detection; Noise; Noise reduction; CT; Edge-preserving; Median filter; Noise reduction; Performance;
fLanguage
English
Publisher
ieee
Conference_Titel
ELMAR (ELMAR), 2014 56th International Symposium
Conference_Location
Zadar
Type
conf
DOI
10.1109/ELMAR.2014.6923349
Filename
6923349
Link To Document