13 March 2013 A method to measure the presampling MTF in digital radiography using Wiener deconvolution
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Abstract
We developed a novel method for determining the presampling modulation transfer function (MTF) of digital radiography systems from slanted edge images based on Wiener deconvolution. The degraded supersampled edge spread function (ESF) was obtained from simulated slanted edge images with known MTF in the presence of poisson noise, and its corresponding ideal ESF without degration was constructed according to its central edge position. To meet the requirements of the absolute integrable condition of Fourier transformation, the origianl ESFs were mirrored to construct the symmetric pattern of ESFs. Then based on Wiener deconvolution technique, the supersampled line spread function (LSF) could be acquired from the symmetric pattern of degraded supersampled ESFs in the presence of ideal symmetric ESFs and system noise. The MTF is then the normalized magnitude of the Fourier transform of the LSF. The determined MTF showed a strong agreement with the theoritical true MTF when appropriated Wiener parameter was chosen. The effects of Wiener parameter value and the width of square-like wave peak in symmetric ESFs were illustrated and discussed. In conclusion, an accurate and simple method to measure the presampling MTF was established using Wiener deconvolution technique according to slanted edge images.
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Zhongxing Zhou, Zhongxing Zhou, Qingzhen Zhu, Qingzhen Zhu, Feng Gao, Feng Gao, Huijuan Zhao, Huijuan Zhao, Lixin Zhang, Lixin Zhang, Guohui Li, Guohui Li, "A method to measure the presampling MTF in digital radiography using Wiener deconvolution", Proc. SPIE 8573, Design and Quality for Biomedical Technologies VI, 85730R (13 March 2013); doi: 10.1117/12.2000580; https://doi.org/10.1117/12.2000580
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