A new method to measure directional modulation transfer function using sphere phantoms in a cone beam computed tomography system

Changwoo Lee, Jongduk Baek

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

We propose a new method to measure directional modulation transfer function (MTF) using sphere phantoms in a cone beam computed tomography (CBCT) system. To measure spatially varying 3-D MTFs, we model FDK reconstruction in local regions and calculate the plane integrals of an ideal sphere phantom and reconstructed sphere phantoms. Then, we modify the Richardson-Lucy (RL) deconvolution method to relax the non-negativity constraint in RL deconvolution and apply it to estimate the directional plane spread functions (PlSFs). Directional MTFs are calculated by taking the modulus of the Fourier transform of the estimated directional PlSFs. To validate the proposed method, we simulate ideal 3-D MTFs and compare them with directional MTFs measured by simulation and experimental data along three major axes. For quantitative evaluation, we compare full-width at half-maximum (FWHM) and full-width at tenth-maximum (FWTM) of measured and ideal directional MTFs. The measured directional MTFs from simulation and experimental data show excellent agreement with the ideal directional MTFs, demonstrating the effectiveness of the proposed method to estimate directional MTFs in a CBCT system.

Original languageEnglish
Article number6953150
Pages (from-to)902-910
Number of pages9
JournalIEEE Transactions on Medical Imaging
Volume34
Issue number4
DOIs
Publication statusPublished - 2015 Apr 1

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Cone-Beam Computed Tomography
Optical transfer function
Tomography
Cones
Deconvolution
Full width at half maximum
Fourier transforms
Fourier Analysis

All Science Journal Classification (ASJC) codes

  • Software
  • Radiological and Ultrasound Technology
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

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A new method to measure directional modulation transfer function using sphere phantoms in a cone beam computed tomography system. / Lee, Changwoo; Baek, Jongduk.

In: IEEE Transactions on Medical Imaging, Vol. 34, No. 4, 6953150, 01.04.2015, p. 902-910.

Research output: Contribution to journalArticle

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