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Journal Articles

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2019
[j19]
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Zhiqian Chang, Dong Hye Ye, Somesh Srivastava, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography. IEEE Trans. Medical Imaging 38(6): 1532-1542 (2019)
2017
[j18]
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Zhiqian Chang, Ruoqiao Zhang, Jean-Baptiste Thibault, Debashish Pal, Lin Fu, Ken D. Sauer, Charles A. Bouman:
Modeling and Pre-Treatment of Photon-Starved CT Data for Iterative Reconstruction. IEEE Trans. Medical Imaging 36(1): 277-287 (2017)
[j17]
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Lin Fu, Tzu-Cheng Lee, Soo Mee Kim, Adam M. Alessio, Paul E. Kinahan, Zhiqian Chang, Ken D. Sauer, Mannudeep K. Kalra, Bruno De Man:
Comparison Between Pre-Log and Post-Log Statistical Models in Ultra-Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 36(3): 707-720 (2017)
2016
[j16]
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Ruoqiao Zhang, Dong Hye Ye, Debashish Pal, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction With Applications to Low-Dose X-Ray CT. IEEE Trans. Computational Imaging 2(3): 359-374 (2016)
2015
[j15]
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Pengchong Jin, Charles A. Bouman, Ken D. Sauer:
A Model-Based Image Reconstruction Algorithm With Simultaneous Beam Hardening Correction for X-Ray CT. IEEE Trans. Computational Imaging 1(3): 200-216 (2015)
2014
[j14]
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Ruoqiao Zhang, Jean-Baptiste Thibault, Charles A. Bouman, Ken D. Sauer, Jiang Hsieh:
Model-Based Iterative Reconstruction for Dual-Energy X-Ray CT Using a Joint Quadratic Likelihood Model. IEEE Trans. Medical Imaging 33(1): 117-134 (2014)
2011
[j13]
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Zhou Yu, Jean-Baptiste Thibault, Charles A. Bouman, Ken D. Sauer, Jiang Hsieh:
Fast Model-Based X-Ray CT Reconstruction Using Spatially Nonhomogeneous ICD Optimization. IEEE Trans. Image Process. 20(1): 161-175 (2011)
2005
[j12]
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Mustafa E. Kamasak, Charles A. Bouman, Evan D. Morris, Ken D. Sauer:
Direct reconstruction of kinetic parameter images from dynamic PET data. IEEE Trans. Medical Imaging 24(5): 636-650 (2005)
2003
[j11]
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Thomas Frese, Ned C. Rouze, Charles A. Bouman, Ken D. Sauer, Gary D. Hutchins:
Quantitative Comparison of FBP, EM, and Bayesian Reconstruction Algorithms, including the Impact of Accurate System Modeling, for the IndyPET Scanner. IEEE Trans. Medical Imaging 22(2): 258-276 (2003)
2002
[j10]
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Thomas Frese, Charles A. Bouman, Ken D. Sauer:
Adaptive wavelet graph model for Bayesian tomographic reconstruction. IEEE Trans. Image Process. 11(7): 756-770 (2002)
2000
[j9]
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Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Newton-style optimization for emission tomographic estimation. J. Electronic Imaging 9(3): 269-282 (2000)
[j8]
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Jun Zheng, Suhail S. Saquib, Ken D. Sauer, Charles A. Bouman:
Parallelizable Bayesian tomography algorithms with rapid, guaranteed convergence. IEEE Trans. Image Process. 9(10): 1745-1759 (2000)
1998
[j7]
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Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer:
ML parameter estimation for Markov random fields with applications to Bayesian tomography. IEEE Trans. Image Process. 7(7): 1029-1044 (1998)
1996
[j6]
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Ken D. Sauer, Brian Schwartz:
Efficient block motion estimation using integral projections. IEEE Trans. Circuits Syst. Video Technol. 6(5): 513-518 (1996)
[j5]
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Charles A. Bouman, Ken D. Sauer:
A unified approach to statistical tomography using coordinate descent optimization. IEEE Trans. Image Process. 5(3): 480-492 (1996)
1993
[j4]
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Ken D. Sauer, Coleen Jones:
Bayesian Block-Wise Segmentation of Interframe Differences in Video Sequences. CVGIP Graph. Model. Image Process. 55(2): 129-139 (1993)
[j3]
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Charles A. Bouman, Ken D. Sauer:
A generalized Gaussian image model for edge-preserving MAP estimation. IEEE Trans. Image Process. 2(3): 296-310 (1993)
[j2]
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Ken D. Sauer, Charles A. Bouman:
A local update strategy for iterative reconstruction from projections. IEEE Trans. Signal Process. 41(2): 534-548 (1993)
1991
[j1]
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Ken D. Sauer:
Enhancement of low bit-rate coded images using edge detection and estimation. CVGIP Graph. Model. Image Process. 53(1): 52-62 (1991)

Conference and Workshop Papers

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2022
[c35]
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Madhuri Nagare, Jie Tang, Obaidullah Rahman, Brian Nett, Roman Melnyk, Ken D. Sauer, Charles A. Bouman:
A Noise Preserving Sharpening Filter for CT Image Enhancement. ICIP 2022: 2566-2570
2021
[c34]
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Madhuri Nagare, Roman Melnyk, Obaidullah Rahman, Ken D. Sauer, Charles A. Bouman:
A Bias-Reducing Loss Function for CT Image Denoising. ICASSP 2021: 1175-1179
2018
[c33]
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Amirkoushyar Ziabari, Dong Hye Ye, Somesh Srivastava, Ken D. Sauer, Jean-Baptiste Thibault, Charles A. Bouman:
2.5D Deep Learning For CT Image Reconstruction Using A Multi-GPU Implementation. ACSSC 2018: 2044-2049
[c32]
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Dong Hye Ye, Somesh Srivastava, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Deep Residual Learning for Model-Based Iterative CT Reconstruction Using Plug-and-Play Framework. ICASSP 2018: 6668-6672
2014
[c31]
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Zhiqian Chang, Ruoqiao Zhang, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Statistical x-ray computed tomography imaging from photon-starved measurements. Computational Imaging 2014: 90200G
2013
[c30]
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Ruoqiao Zhang, Aaron Chang, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Statistical modeling challenges in model-based reconstruction for x-ray CT. Computational Imaging 2013: 86570S
[c29]
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Ruoqiao Zhang, Charles A. Bouman, Jean-Baptiste Thibault, Ken D. Sauer:
Gaussian mixture Markov random field for image denoising and reconstruction. GlobalSIP 2013: 1089-1092
2012
[c28]
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Jiao Wang, Ken D. Sauer, Jean-Baptiste Thibault, Zhou Yu, Charles A. Bouman:
Prediction coefficient estimation in Markov random fields for iterative X-ray CT reconstruction. Image Processing 2012: 831444
2011
[c27]
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Zhou Yu, Jean-Baptiste Thibault, Jiao Wang, Charles A. Bouman, Ken D. Sauer:
Kinetic parameter reconstruction for motion compensation in transmission tomography. Computational Imaging 2011: 78730T
[c26]
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Tak-Shing Wong, Charles A. Bouman, Jean-Baptiste Thibault, Ken D. Sauer:
Medical image enhancement using resolution synthesis. Computational Imaging 2011: 787307
2008
[c25]
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Jiao Wang, Jean-Baptiste Thibault, Zhou Yu, Ken D. Sauer, Charles A. Bouman:
System modeling studies in iterative X-ray CT reconstruction. ACSCC 2008: 1072-1076
[c24]
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Zhou Yu, Jean-Baptiste Thibault, Charles A. Bouman, Ken D. Sauer, Jiang Hsieh:
Non-homogeneous ICD optimization for targeted reconstruction of volumetric CT. Computational Imaging 2008: 681404
2007
[c23]
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Zhou Yu, Jean-Baptiste Thibault, Charles A. Bouman, Ken D. Sauer, Jiang Hsieh:
Non-homogeneous updates for the iterative coordinate descent algorithm. Computational Imaging 2007: 64981B
2006
[c22]
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Jean-Baptiste Thibault, Charles A. Bouman, Ken D. Sauer, Jiang Hsieh:
A recursive filter for noise reduction in statistical iterative tomographic imaging. Computational Imaging 2006: 60650X
2005
[c21]
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Mustafa E. Kamasak, Charles A. Bouman, Evan D. Morris, Ken D. Sauer:
Parametric reconstruction of kinetic PET data with plasma function estimation. Computational Imaging 2005: 293-304
[c20]
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Mustafa E. Kamasak, Charles A. Bouman, Evan D. Morris, Ken D. Sauer:
Reconstruction of kinetic parameter images directly from dynamic PET sinograms. Image Processing 2005
2003
[c19]
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  - conf/cimaging/FeronS03
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Fabien Feron, Ken D. Sauer:
Bayesian estimation for rheological MRI. Computational Imaging 2003: 123-130
2000
[c18]
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Thomas Frese, Charles A. Bouman, Ned C. Rouze, Gary D. Hutchins, Ken D. Sauer:
Bayesian Multiresolution Algorithm for PET Reconstruction. ICIP 2000: 613-616
1999
[c17]
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Blanca L. Andia, Ken D. Sauer, Charles A. Bouman:
Nonlinear, Noniterative Bayesian Tomographic Image Reconstruction. ICIP (2) 1999: 668-671
1997
[c16]
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Ali Mohammad-Djafari, Yassine Khayi, Ken D. Sauer, Eric Cano:
Reconstruction of the Shape of a Compact Object from Few Projections. ICIP (1) 1997: 165-168
1996
[c15]
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Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer:
Efficient ML estimation of the shape parameter for generalized Gaussian MRFs. ICASSP 1996: 2227-2230
[c14]
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Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer:
A non-homogeneous MRF model for multiresolution Bayesian estimation. ICIP (2) 1996: 445-448
[c13]
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Suhail S. Saquib, Jun Zheng, Charles A. Bouman, Ken D. Sauer:
Provably convergent coordinate descent in statistical tomographic reconstruction. ICIP (2) 1996: 741-744
1995
[c12]
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Charles A. Bouman, Ken D. Sauer, Suhail S. Saquib:
Tractable models and efficient algorithms for Bayesian tomography. ICASSP 1995: 2907-2910
[c11]
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Huy Phan, Ken D. Sauer:
Computationally efficient 3-D statistical reconstruction from digitized radiographs. ICIP (3) 1995: 29-32
[c10]
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Ken D. Sauer, Sean Borman, Charles A. Bouman:
Parallel computation of sequential pixel updates in statistical tomographic reconstruction. ICIP 1995: 93-96
1994
[c9]
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Charles A. Bouman, Ken D. Sauer:
Maximum likelihood scale estimation for a class of Markov random fields. ICASSP (5) 1994: 537-540
[c8]
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Ken D. Sauer, Charles A. Bouman:
Maximum Likelihood Dosage Estimation for Bayesian Transmission Tomography. ICIP (2) 1994: 844-848
[c7]
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Mike Hoffelder, Ken D. Sauer, J. Keith Rigby Jr.:
A Hough Transform Technique for Detection of Rotationally Invariant Surface Features. ICIP (1) 1994: 944-948
1993
[c6]
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Catherine Klifa, Ken D. Sauer:
A Bayesian segmentation approach to 3-D tomographic reconstruction from few radiographs. ICASSP (5) 1993: 499-502
[c5]
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Brian Schwartz, Ken D. Sauer:
Integral projection methods for block motion estimation. VCIP 1993
1991
[c4]
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Ken D. Sauer, Charles A. Bouman:
Bayesian estimation from projections with low photon dosages. ICASSP 1991: 2593-2596
1990
[c3]
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Ken D. Sauer, Bede Liu:
Image reconstruction from a limited number of projections using multiple object detection/estimation. ICASSP 1990: 1861-1864
1989
[c2]
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Ken D. Sauer, Bede Liu:
Nonstationary filtering for removal of signal dependent noise in reconstructions from projections. ICASSP 1989: 1476-1478
1986
[c1]
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Ken D. Sauer, Jan P. Allebach:
Iterative reconstruction of multidimensional signals from nonuniformly spaced samples. ICASSP 1986: 2487-2490

Editorship

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2016
[e3]
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Charles A. Bouman, Ken D. Sauer:
Computational Imaging XIV, San Francisco, California, USA, February 14-18, 2016. Society for Imaging Science and Technology 2016 [contents]
2015
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Charles A. Bouman, Ken D. Sauer:
Computational Imaging XIII, part of the IS&T-SPIE Electronic Imaging Symposium, San Francisco, California, USA, February 10-11, 2015, Proceedings. SPIE Proceedings 9401, IS&T/SPIE 2015, ISBN 978-1-6284-1491-2 [contents]
2014
[e1]
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Charles A. Bouman, Ken D. Sauer:
Computational Imaging XII, part of the IS&T-SPIE Electronic Imaging Symposium, San Francisco, California, USA, February 2, 2014, Proceedings. SPIE Proceedings 9020, IS&T/SPIE 2014, ISBN 978-0-8194-9937-0 [contents]

Informal and Other Publications

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2016
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Ruoqiao Zhang, Dong Hye Ye, Debashish Pal, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT. CoRR abs/1605.04006 (2016)

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