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Research ArticleImaging

Comparison of a Noise-Weighted Filtered Backprojection Algorithm with the Standard MLEM Algorithm for Poisson Noise

Gengsheng L. Zeng
Journal of Nuclear Medicine Technology October 2013, jnmt.113.127399; DOI: https://doi.org/10.2967/jnmt.113.127399
Gengsheng L. Zeng
Department of Engineering, Weber State University, Ogden, Utah, and Utah Center for Advanced Imaging Research (UCAIR), Department of Radiology, University of Utah, Salt Lake City, Utah
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Abstract

Iterative maximum-likelihood expectation maximization and ordered-subset expectation maximization algorithms are excellent for image reconstruction and usually provide better images than filtered backprojection (FBP). Recently, an FBP algorithm able to incorporate noise weighting during reconstruction was developed. This paper compares the performance of the noise-weighted FBP algorithm and the iterative maximum-likelihood expectation maximization algorithm with Poisson noise–corrupted emission data generated by computer simulations and a SPECT experimental study. The results show comparable performance for these 2 algorithms.

  • image reconstruction
  • ML-EM algorithm
  • filtered backprojection algorithm
  • Poisson noise

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Journal of Nuclear Medicine Technology: 53 (1)
Journal of Nuclear Medicine Technology
Vol. 53, Issue 1
March 1, 2025
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Comparison of a Noise-Weighted Filtered Backprojection Algorithm with the Standard MLEM Algorithm for Poisson Noise
Gengsheng L. Zeng
Journal of Nuclear Medicine Technology Oct 2013, jnmt.113.127399; DOI: 10.2967/jnmt.113.127399
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Keywords

  • image reconstruction
  • ML-EM algorithm
  • filtered backprojection algorithm
  • Poisson noise
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Comparison of a Noise-Weighted Filtered Backprojection Algorithm with the Standard MLEM Algorithm for Poisson Noise
Gengsheng L. Zeng
Journal of Nuclear Medicine Technology Oct 2013, jnmt.113.127399; DOI: 10.2967/jnmt.113.127399

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