DocumentCode
1911138
Title
Elimination of gridlines in X-ray image
Author
Maruyama, Toshinori ; Yamamoto, Hideki
Author_Institution
Med. Sch., Fac. of Health Sci., Okayama Univ., Okayama
fYear
2008
fDate
12-15 May 2008
Firstpage
1091
Lastpage
1096
Abstract
The mammography X-ray equipment uses a radiographic grid in order to remove the scatter radiation and improve image contrast. The grid causes striped lines to appear on the film and may degrade diagnostic information. In this study, we propose a new method which reduces the noise caused by the grid on mammographic film using digital image processing techniques. We considered a method of eliminating gridlines based on the mechanism of gridline appearance and investigated the validity of image filtering. First, we exposed a phantom and selected a region of gridlines for study. We smoothed gridline image based on the line profile. We detected the ripple components of the gridlines and subtracted them from the micro calcifications image. Next we performed median filtering and the V-filtering as a method of image filtering. Then, we calculated the standard deviation of the line profile and signal to noise (SN) ratios in the micro calcifications region. The standard deviations of the line profile processed by the two methods were decreased and the SN ratios of the respective images were increased. The SN ratio of the image processed by median filtering after the V-filtering was approximately equal to that of the image processed by subtracting ripple components. Thus, we could confirm the validity of image filtering. It was found out that our proposed image filtering method was useful for eliminating gridlines in the X-ray image.
Keywords
X-ray apparatus; diagnostic radiography; filtering theory; mammography; medical image processing; V-filtering; X-ray image; diagnostic information; digital image processing techniques; gridlines elimination; image contrast; image filtering; line profile; mammographic film; mammography X-ray equipment; median filtering; microcalcifications; radiographic grid; ripple components; scatter radiation; signal-to-noise ratio; Degradation; Diagnostic radiography; Digital images; Filtering; Imaging phantoms; Mammography; Noise reduction; Tin; X-ray imaging; X-ray scattering; gridline; image processing; mammography; micro calcifications; radiographic grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference Proceedings, 2008. IMTC 2008. IEEE
Conference_Location
Victoria, BC
ISSN
1091-5281
Print_ISBN
978-1-4244-1540-3
Electronic_ISBN
1091-5281
Type
conf
DOI
10.1109/IMTC.2008.4547201
Filename
4547201
Link To Document