Ken D. Sauer

According to our database1, Ken D. Sauer authored at least 54 papers between 1986 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2022
A Noise Preserving Sharpening Filter for CT Image Enhancement.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
A Bias-Reducing Loss Function for CT Image Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2021

2019
Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography.
IEEE Trans. Medical Imaging, 2019

2018
Deep Residual Learning for Model-Based Iterative CT Reconstruction Using Plug-and-Play Framework.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2.5D Deep Learning For CT Image Reconstruction Using A Multi-GPU Implementation.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Comparison Between Pre-Log and Post-Log Statistical Models in Ultra-Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging, 2017

Modeling and Pre-Treatment of Photon-Starved CT Data for Iterative Reconstruction.
IEEE Trans. Medical Imaging, 2017

2016
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction With Applications to Low-Dose X-Ray CT.
IEEE Trans. Computational Imaging, 2016

2015
A Model-Based Image Reconstruction Algorithm With Simultaneous Beam Hardening Correction for X-Ray CT.
IEEE Trans. Computational Imaging, 2015

2014
Model-Based Iterative Reconstruction for Dual-Energy X-Ray CT Using a Joint Quadratic Likelihood Model.
IEEE Trans. Medical Imaging, 2014

Statistical x-ray computed tomography imaging from photon-starved measurements.
Proceedings of the Computational Imaging XII, 2014

2013
Gaussian mixture Markov random field for image denoising and reconstruction.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Statistical modeling challenges in model-based reconstruction for x-ray CT.
Proceedings of the Computational Imaging XI, 2013

2012
Prediction coefficient estimation in Markov random fields for iterative X-ray CT reconstruction.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

2011
Fast Model-Based X-Ray CT Reconstruction Using Spatially Nonhomogeneous ICD Optimization.
IEEE Trans. Image Process., 2011

Kinetic parameter reconstruction for motion compensation in transmission tomography.
Proceedings of the Computational Imaging IX, 2011

Medical image enhancement using resolution synthesis.
Proceedings of the Computational Imaging IX, 2011

2008
Non-homogeneous ICD optimization for targeted reconstruction of volumetric CT.
Proceedings of the Computational Imaging VI, 2008

System modeling studies in iterative X-ray CT reconstruction.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Non-homogeneous updates for the iterative coordinate descent algorithm.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
A recursive filter for noise reduction in statistical iterative tomographic imaging.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
Direct reconstruction of kinetic parameter images from dynamic PET data.
IEEE Trans. Medical Imaging, 2005

Reconstruction of kinetic parameter images directly from dynamic PET sinograms.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Parametric reconstruction of kinetic PET data with plasma function estimation.
Proceedings of the Computational Imaging III, San Jose, 2005

2003
Quantitative Comparison of FBP, EM, and Bayesian Reconstruction Algorithms, including the Impact of Accurate System Modeling, for the IndyPET Scanner.
IEEE Trans. Medical Imaging, 2003

Bayesian estimation for rheological MRI.
Proceedings of the Computational Imaging, Santa Clara, 2003

2002
Adaptive wavelet graph model for Bayesian tomographic reconstruction.
IEEE Trans. Image Process., 2002

2000
Parallelizable Bayesian tomography algorithms with rapid, guaranteed convergence.
IEEE Trans. Image Process., 2000

Newton-style optimization for emission tomographic estimation.
J. Electronic Imaging, 2000

Bayesian Multiresolution Algorithm for PET Reconstruction.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Nonlinear, Noniterative Bayesian Tomographic Image Reconstruction.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
ML parameter estimation for Markov random fields with applications to Bayesian tomography.
IEEE Trans. Image Process., 1998

1997
Reconstruction of the Shape of a Compact Object from Few Projections.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
A unified approach to statistical tomography using coordinate descent optimization.
IEEE Trans. Image Process., 1996

Efficient block motion estimation using integral projections.
IEEE Trans. Circuits Syst. Video Technol., 1996

Provably convergent coordinate descent in statistical tomographic reconstruction.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A non-homogeneous MRF model for multiresolution Bayesian estimation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Efficient ML estimation of the shape parameter for generalized Gaussian MRFs.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Parallel computation of sequential pixel updates in statistical tomographic reconstruction.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Computationally efficient 3-D statistical reconstruction from digitized radiographs.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Tractable models and efficient algorithms for Bayesian tomography.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Maximum Likelihood Dosage Estimation for Bayesian Transmission Tomography.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A Hough Transform Technique for Detection of Rotationally Invariant Surface Features.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Maximum likelihood scale estimation for a class of Markov random fields.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
A local update strategy for iterative reconstruction from projections.
IEEE Trans. Signal Process., 1993

A generalized Gaussian image model for edge-preserving MAP estimation.
IEEE Trans. Image Process., 1993

Bayesian Block-Wise Segmentation of Interframe Differences in Video Sequences.
CVGIP Graph. Model. Image Process., 1993

Integral projection methods for block motion estimation.
Proceedings of the Visual Communications and Image Processing '93, 1993

A Bayesian segmentation approach to 3-D tomographic reconstruction from few radiographs.
Proceedings of the IEEE International Conference on Acoustics, 1993

1991
Enhancement of low bit-rate coded images using edge detection and estimation.
CVGIP Graph. Model. Image Process., 1991

Bayesian estimation from projections with low photon dosages.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Image reconstruction from a limited number of projections using multiple object detection/estimation.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Nonstationary filtering for removal of signal dependent noise in reconstructions from projections.
Proceedings of the IEEE International Conference on Acoustics, 1989

1986
Iterative reconstruction of multidimensional signals from nonuniformly spaced samples.
Proceedings of the IEEE International Conference on Acoustics, 1986


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