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Physics in Medicine and Biology, 2019
The image quality in low dose computed tomography (LDCT) can be severely degraded by amplified mottle noise and streak artifacts. Although the iterative reconstruction (IR) algorithms bring sound improvements, their high computation cost remains a major ...
Jin Liu+11 more
semanticscholar +1 more source
The image quality in low dose computed tomography (LDCT) can be severely degraded by amplified mottle noise and streak artifacts. Although the iterative reconstruction (IR) algorithms bring sound improvements, their high computation cost remains a major ...
Jin Liu+11 more
semanticscholar +1 more source
Iterative reconstruction algorithms in compressed sensing
2011 19thTelecommunications Forum (TELFOR) Proceedings of Papers, 2011In this paper we give an overview of current results in iterative reconstruction of sparse signals using parity check matrices of low-density parity check (LDPC) codes as measurement matrices in compressed sensing. We provide a detailed explanation of two iterative reconstruction algorithms, Interval Passing (IP) algorithm and verification algorithm ...
Danjean, Ludovic+3 more
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Integrated Procedure for Halo Current Reconstruction in ITER
IEEE Transactions on Plasma Science, 2011This paper describes an integrated procedure for the reconstruction of halo currents expected in ITER. The procedure is based on simulation and reconstruction codes, partially adapted from existing codes and partly developed specifically for this purpose.
S. Peruzzo+8 more
openaire +10 more sources
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction
IEEE Transactions on Medical Imaging, 2019Reducing the exposure to X-ray radiation while maintaining a clinically acceptable image quality is desirable in various CT applications. To realize low-dose CT (LdCT) imaging, model-based iterative reconstruction (MBIR) algorithms are widely adopted ...
Ji He+8 more
semanticscholar +1 more source
European Radiology, 2014
The purpose of this study was to compare cranial CT (CCT) image quality (IQ) of the MBIR algorithm with standard iterative reconstruction (ASiR).In this institutional review board (IRB)-approved study, raw data sets of 100 unenhanced CCT examinations (120 kV, 50-260 mAs, 20 mm collimation, 0.984 pitch) were reconstructed with both ASiR and MBIR. Signal-
Susan Notohamiprodjo+6 more
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The purpose of this study was to compare cranial CT (CCT) image quality (IQ) of the MBIR algorithm with standard iterative reconstruction (ASiR).In this institutional review board (IRB)-approved study, raw data sets of 100 unenhanced CCT examinations (120 kV, 50-260 mAs, 20 mm collimation, 0.984 pitch) were reconstructed with both ASiR and MBIR. Signal-
Susan Notohamiprodjo+6 more
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Multi-scale iterative reconstruction
2011 IEEE Nuclear Science Symposium Conference Record, 2011Zoomed ROI reconstruction is a natural challenge for iterative reconstruction (IR), since the reprojection step requires knowledge of the entire object attenuating the x-ray beam. In contrast, analytic FBP can reconstruct images within the zoomed ROI without the need of the full FOV reconstruction, provided projection data is not truncated. To overcome
Mihail Petru Dinu+2 more
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A new iterative reconstruction scheme for signal reconstruction
APCCAS 2008 - 2008 IEEE Asia Pacific Conference on Circuits and Systems, 2008Projection Onto Convex Sets (POCS) is an iterative method to obtain the information from one domain using the information available in other domains, and it has been widely used in image restoration problems and block-based DCT compression standards as a post-processing scheme.
Anamitra Makur, Honglin Huang
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Iterative reconstruction algorithms in nuclear medicine
Computerized Medical Imaging and Graphics, 2001Iterative reconstruction algorithms produce accurate images without streak artifacts as in filtered backprojection. They allow improved incorporation of important corrections for image degrading effects, such as attenuation, scatter and depth-dependent resolution.
K. Van Laere+8 more
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An optimal rotator for iterative reconstruction
IEEE Transactions on Medical Imaging, 1997For implementations of iterative reconstruction algorithms that rotate the image matrix, the characteristics of the rotator may affect the reconstruction quality. Desirable qualities for the rotator include: (1) preservation of global and local image counts; (2) accurate count positioning; (3) a uniform and predictable amount of blurring due to the ...
Jerold W. Wallis, Tom R. Miller
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Iterative reconstruction of low-dose CT based on differential sparse
Biomedical Signal Processing and Control, 2023Siyu Lu+6 more
semanticscholar +1 more source