Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera

Zongjian Cao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The In-111 coincidence camera we previously proposed can significantly increase detection efficiency because collimators are no longer needed. However, the initial simulations indicated that spatial resolution was too poor for medical imaging. To improve the resolution, we derived an analytical deconvolution algorithm in this study. In the derivation, 1-D Fourier transform for the shift-invariant point spread function (PSF) with respect to the detector bin location t was carried out analytically. The Fourier transform is approximately a linear function of the source-to-detector distance s when s is greater than 5 cm and its variation over s is much slower than that of any extensive source. The Fourier transform of the PSF can thus be taken out of the integration over s with reasonable accuracy and its inversion is the deconvolution kernel. A low-pass filter was applied to the deconvolved Fourier transform to suppress high-frequency oscillation. Applying the derived deconvolution algorithm to computer simulated phantoms, we achieved a resolution of 2 cm for s = 10 cm. Compared to the pre-deconvolution resolution of 19 cm, this is a huge improvement but is still poor. The errors caused by the approximations made in the derivation can be further reduced and also the high-frequency behavior of the deconvolved Fourier transform can be improved using better deconvolution techniques. Monte Carlo simulations for more realistic sources with image noise should be performed for further evaluation.

Original languageEnglish (US)
Title of host publicationMedical Imaging 2007
Subtitle of host publicationPhysics of Medical Imaging
EditionPART 2
DOIs
StatePublished - Oct 15 2007
EventMedical Imaging 2007: Physics of Medical Imaging - San Diego, CA, United States
Duration: Feb 18 2007Feb 22 2007

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
NumberPART 2
Volume6510
ISSN (Print)1605-7422

Other

OtherMedical Imaging 2007: Physics of Medical Imaging
CountryUnited States
CitySan Diego, CA
Period2/18/072/22/07

Fingerprint

Deconvolution
Fourier transforms
Cameras
Optical transfer function
Detectors
Low pass filters
Medical imaging
Bins

Keywords

  • Cascaded photons
  • Coincidence detection
  • Computer simulation
  • Deconvolution
  • Spatial resolution

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Biomaterials
  • Atomic and Molecular Physics, and Optics
  • Radiology Nuclear Medicine and imaging

Cite this

Cao, Z. (2007). Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera. In Medical Imaging 2007: Physics of Medical Imaging (PART 2 ed.). [65103O] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 6510, No. PART 2). https://doi.org/10.1117/12.712660

Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera. / Cao, Zongjian.

Medical Imaging 2007: Physics of Medical Imaging. PART 2. ed. 2007. 65103O (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 6510, No. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cao, Z 2007, Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera. in Medical Imaging 2007: Physics of Medical Imaging. PART 2 edn, 65103O, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, no. PART 2, vol. 6510, Medical Imaging 2007: Physics of Medical Imaging, San Diego, CA, United States, 2/18/07. https://doi.org/10.1117/12.712660
Cao Z. Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera. In Medical Imaging 2007: Physics of Medical Imaging. PART 2 ed. 2007. 65103O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; PART 2). https://doi.org/10.1117/12.712660
Cao, Zongjian. / Analytical deconvolution for improvement in spatial resolution of the In-111 coincidence camera. Medical Imaging 2007: Physics of Medical Imaging. PART 2. ed. 2007. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; PART 2).
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