Noise characteristics modeled unsupervised network for robust CT image reconstruction
… Therefore, the image quality characteristics are controlled by … and a DL-based CT
reconstruction method pretrained on the … CT reconstruction method with CT image noise …
reconstruction method pretrained on the … CT reconstruction method with CT image noise …
Image reconstruction: an overview for clinicians
… and quantifying image quality in terms of signal-to-noise ratio and point … image reconstruction
components are discussed. The image reconstruction components covered include noise …
components are discussed. The image reconstruction components covered include noise …
Influence of multichannel combination, parallel imaging and other reconstruction techniques on MRI noise characteristics
… distribution of background noise depends on applied reconstruction filters, the number of
receiver channels and the chosen conventional or parallel-imaging reconstruction technique. …
receiver channels and the chosen conventional or parallel-imaging reconstruction technique. …
Noise and signal properties in PSF-based fully 3D PET image reconstruction: an experimental evaluation
… Noise characteristics in reconstruction have important implications for quantitation and
detection performance in PET imaging, … We also observe variations of noise characteristics over …
detection performance in PET imaging, … We also observe variations of noise characteristics over …
Super-resolution image reconstruction: a technical overview
SC Park, MK Park, MG Kang - IEEE signal processing …, 2003 - ieeexplore.ieee.org
… image reconstruction or simply resolution enhancement in the literature [1]-[61]. In this article,
we use the term “SR image reconstruction… flexibility in modeling noise characteristics and a …
we use the term “SR image reconstruction… flexibility in modeling noise characteristics and a …
Deep learning reconstruction at CT: phantom study of the image characteristics
… image reconstruction. In this phantom study, we compared the image noise characteristics,
spatial resolution, and task-based detectability on DLR images and images reconstructed …
spatial resolution, and task-based detectability on DLR images and images reconstructed …
Image reconstruction: Part 1–understanding filtered back projection, noise and image acquisition
R Schofield, L King, U Tayal, I Castellano… - Journal of …, 2020 - Elsevier
… image noise required, the higher the radiation dose that must be used. The standard method
of image reconstruction … , but the filtering step enhances the noise in the CT image. Iterative …
of image reconstruction … , but the filtering step enhances the noise in the CT image. Iterative …
Non-iterative methods and their noise characteristics in 2D SPECT image reconstruction
X Pan, CE Metz - IEEE Transactions on Nuclear Science, 1997 - ieeexplore.ieee.org
… for the noise characteristics in the reconstructed images are … spatial resolution in 2D SPECT
reconstruction. We then apply … us to quantify the noise Characteristics of these methods. Our …
reconstruction. We then apply … us to quantify the noise Characteristics of these methods. Our …
Reducing the effects of noise in image reconstruction
R Archibald, A Gelb - Journal of scientific computing, 2002 - Springer
… of random noise existing within the spectral data. This paper addresses the issue of noise
in image reconstruction and its effects on the ability to locate the edges and recover the image. …
in image reconstruction and its effects on the ability to locate the edges and recover the image. …
Modeling and control of nonstationary noise characteristics in filtered-backprojection and penalized likelihood image reconstruction
… image noise in both FBP and (quadratic penalty) PL image reconstructions and demonstrates
the impact of such noise characteristics on … maps in PL reconstruction can be exploited to …
the impact of such noise characteristics on … maps in PL reconstruction can be exploited to …
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