Estimation of Unknown Projection DATA Based on the Bandwidth of Projection DATA

  • Kil-Houm Park (Department of Electronics Kyungpook National University Taegu 702-701, Korea)
  • Published : 1994.09.01

Abstract

In the case of the image reconstruction from unknown projection data such as imaging the object with opaque obstructions, conventional reconstruction algorithms may reconstruct a degraded image. In this paper, a new method for the estimation of the unknown projection data based on known projection data and the bandwidth of projection data is proposed. The proposed method successfully estimates the unknown projection data through iterative transformation between projection space and frequency space using the known projection data and the bandwidth of the projection data. Computer simulation shows that the proposed method significantly improves image quality and convergence behavior over conventional algorithms. In addition, the proposed method is successfully applied to ultrasound attenuation CT using a sponge phantom.

Keywords

References

  1. J. Opt. Soc. Am. v.71 Tomographical imaging with limlted angle input K.C.Tam;V.P.Mendez
  2. IEEE Trans. Nuclear Science v.NS-28 Limits to image reconstruction from restricted angular input K.C.TAM;V.P.MENDEZ
  3. IEEE Trans. on Biomed. Eng. v.BME-29 Iteractive reconstruction-reprojection : an algorithm fof limited data cardiac-computer tomography M.Nassi;W.R.Brody;B.P.Medoff;A.Mascovski
  4. IEEE Trans. Son. Ultrason. v.SU-29 A reconstruction algorithm of body section with opaque obstructions J.S.Choi;K.Ogwa;M.Nakajima;S.Yuta
  5. IEEE Trans. Biomedical Engineering v.BME-29 Iterative reconstruction-reprojection M.Nassi
  6. J. Opt. Soc. Am. v.73 Bayesian approach to limited angle reconstruction in computed tomography K.M.Hanson;G.W.Wecksung
  7. J. Opt. Soc. Am. v.73 Iteractive convolution backprojection algorithms for image reconstruction from limited data B.P.Medoff;W.R.brody;M.Nassi;Macovski
  8. IEEE Trans. Medicla Imaging v.MI-3 A reconstruction algorithm from truncated projections K.Ogata;M.Nakajima;S.Yuta
  9. IEEE Trans. Medicla Imaging v.MI-4 Projection space iteration reconstruction-reprojection J.H.Kim;K.Y.Kwak;S.B.Park;Z.H.Cho
  10. IEEE Trans. Medicla Imaging v.MI-6 Maximum entropy image reconstruction for an object with opaque obstructions K.H.Park;S.B.Park
  11. Electronic Technology Reports of Kyungpook National University v.16 Improved iterative reprojection-reconstruction K.H.Park
  12. trans. KITE v.25 no.12 Image reconstruction from incomplete data using new acquisition method of projection data K.H.Park;B.M.Jung;Y.H.Ha
  13. Electronic Technology Reports of Kyungpook National University v.14 no.2 Iterative reconstruction reprojection reducing the discontinuity of projection data K.H.Park
  14. Ultrason. Imaging Ultrasonic attenuation tomography of soft tissue K.A.Dines;A.C.Kak