TY - GEN
T1 - Elimination of gridlines in X-ray image
AU - Maruyama, Toshinori
AU - Yamamoto, Hideki
PY - 2008
Y1 - 2008
N2 - The mammographic 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.
AB - The mammographic 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.
KW - Gridline
KW - Image processing
KW - Mammography
KW - Micro calcifications
KW - Radiographic grid
UR - http://www.scopus.com/inward/record.url?scp=51349094837&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=51349094837&partnerID=8YFLogxK
U2 - 10.1109/IMTC.2008.4547201
DO - 10.1109/IMTC.2008.4547201
M3 - Conference contribution
AN - SCOPUS:51349094837
SN - 1424415411
SN - 9781424415410
T3 - Conference Record - IEEE Instrumentation and Measurement Technology Conference
SP - 1091
EP - 1096
BT - 2008 IEEE International Instrumentation and Measurement Technology Conference Proceedings, I2MTC
T2 - 2008 IEEE International Instrumentation and Measurement Technology Conference, I2MTC
Y2 - 12 May 2008 through 15 May 2008
ER -