Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Journal articles
  4. Filter Design for Filtered Back-Projection Guided by the Interpolation Model
 
research article

Filter Design for Filtered Back-Projection Guided by the Interpolation Model

Horbelt, S.
•
Liebling, M.  
•
Unser, M.  
2002
Progress in Biomedical Optics and Imaging

We consider using spline interpolation to improve the standard filtered back-projection (FBP) tomographic reconstruction algorithm. In particular, we propose to link the design of the filtering operator with the interpolation model that is applied to the sinogram. The key idea is to combine the ramp filtering and the spline fitting process into a single filtering operation. We consider three different approaches. In the first, we simply adapt the standard FBP for spline interpolation. In the second approach, we replace the interpolation by an oblique projection onto the same spline space; this increases the peak signal-noise ratio by up to 2.5 dB. In the third approach, we perform an explicit discretization by observing that the ramp filter is equivalent to a fractional derivative operator that can be evaluated analytically for splines. This allows for an exact implementation of the ramp filter and improves the image quality by an additional 0.2 dB. This comparison is unique as the first method has been published only for degree n = 0, whereas the two other methods are novel. We stress that the modification of the filter improve the reconstruction quality especially at low (faster) interpolation degrees (n = 1); the difference between the methods becomes marginal for cubic or higher degrees (n ≥ 3).

  • Details
  • Metrics
Type
research article
DOI
10.1117/12.467227
Author(s)
Horbelt, S.
Liebling, M.  
Unser, M.  
Date Issued

2002

Publisher

SPIE

Published in
Progress in Biomedical Optics and Imaging
Volume

3

Issue

22

San Diego CA, USA

Start page

806

End page

813

URL

URL

http://bigwww.epfl.ch/publications/horbelt0202.html

URL

http://bigwww.epfl.ch/publications/horbelt0202.pdf

URL

http://bigwww.epfl.ch/publications/horbelt0202.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIB  
Available on Infoscience
September 18, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/118028
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés