Charles A Bouman

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Jean-Baptiste ThibaultCT Systems Chief Engineer, GE HealthcareVerified email at med.ge.com
Jan AllebachSchool of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Kevin WebbProfessor of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Singanallur V. VenkatakrishnanResearch Staff - Imaging, Signals and Machine Learning, Oak Ridge National LaboratoryVerified email at ornl.gov
Gregery T BuzzardProfessor of Mathematics, Purdue UniversityVerified email at purdue.edu
Rick MillaneUniversity of Canterbury, New ZealandVerified email at canterbury.ac.nz
Adam B. MilsteinMIT Lincoln LaboratoryVerified email at ll.mit.edu
Yu ZhouDirector, Computer Tomography, Canon Medical Research USAVerified email at mru.medical.canon
Seungseok OhAppleVerified email at apple.com
Jeff SimmonsAir Force Research LaboratoryVerified email at us.af.mil
Lawrence DrummyAir Force Research LaboratoryVerified email at us.af.mil
Dong Hye YeAssistant Professor, Georgia State UniversityVerified email at gsu.edu
Guangzhi CaoStaff Computer Vision Scientist, Tesla IncVerified email at tesla.com
Edward DelpPurdue UniversityVerified email at ecn.purdue.edu
Brendt WohlbergLos Alamos National LaboratoryVerified email at lanl.gov
Suhas SreehariStaff Research Scientist at Oak Ridge National LabVerified email at ornl.gov
Jong Chul YeProfessor and Endowed Chair, KAISTVerified email at kaist.ac.kr
Suhail SaquibPrincipal Scientist, United Technologies Aerospace SystemsVerified email at utas.utc.com
Evan MorrisProfessor Radiology & Biomedical Imaging, Biomedical Engineering, YaleVerified email at yale.edu
Hui ChengSRI InternationalVerified email at sri.com

Charles A Bouman

Professor of Electrical and Computer Engineering, Purdue University

Verified email at purdue.edu - Homepage

Computational Imaging Tomography Statistical Signal Processing


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A generalized Gaussian image model for edge-preserving MAP estimation C Bouman, K Sauer IEEE Transactions on image processing 2 (3), 296-310, 1993	1225	1993
A three‐dimensional statistical approach to improved image quality for multislice helical CT JB Thibault, KD Sauer, CA Bouman, J Hsieh Medical physics 34 (11), 4526-4544, 2007	1210	2007
A multiscale random field model for Bayesian image segmentation CA Bouman, M Shapiro IEEE Transactions on image processing 3 (2), 162-177, 1994	992	1994
Plug-and-play priors for model based reconstruction SV Venkatakrishnan, CA Bouman, B Wohlberg 2013 IEEE Global Conference on Signal and Information Processing, 945-948, 2013	776	2013
Color quantization of images MT Orchard, CA Bouman IEEE transactions on signal processing 39 (12), 2677-2690, 1991	736	1991
A local update strategy for iterative reconstruction from projections K Sauer, C Bouman IEEE Transactions on Signal Processing 41 (2), 534-548, 1993	673	1993
Multiple resolution segmentation of textured images C Bouman, B Liu IEEE Transactions on Pattern Analysis and Machine Intelligence 13 (2), 99-113, 1991	609	1991
A unified approach to statistical tomography using coordinate descent optimization CA Bouman, K Sauer IEEE Transactions on image processing 5 (3), 480-492, 1996	564	1996
Fluorescence optical diffusion tomography AB Milstein, S Oh, KJ Webb, CA Bouman, Q Zhang, DA Boas, RP Millane Applied Optics 42 (16), 3081-3094, 2003	355	2003
Fast model-based X-ray CT reconstruction using spatially nonhomogeneous ICD optimization Z Yu, JB Thibault, CA Bouman, KD Sauer, J Hsieh IEEE Transactions on image processing 20 (1), 161-175, 2010	347	2010
Cluster: An unsupervised algorithm for modeling Gaussian mixtures CA Bouman, M Shapiro, GW Cook, CB Atkins, H Cheng	305	1997
Direct reconstruction of kinetic parameter images from dynamic PET data ME Kamasak, CA Bouman, ED Morris, K Sauer IEEE transactions on medical imaging 24 (5), 636-650, 2005	303	2005
Plug-and-play priors for bright field electron tomography and sparse interpolation S Sreehari, SV Venkatakrishnan, B Wohlberg, GT Buzzard, LF Drummy, ... IEEE Transactions on Computational Imaging 2 (4), 408-423, 2016	300	2016
Optimal image scaling using pixel classification CB Atkins, CA Bouman, JP Allebach Proceedings 2001 International Conference on Image Processing (Cat. No …, 2001	266	2001
ML parameter estimation for Markov random fields with applications to Bayesian tomography SS Saquib, CA Bouman, K Sauer IEEE transactions on Image Processing 7 (7), 1029-1044, 1998	237	1998
X-ray computed tomography PJ Withers, C Bouman, S Carmignato, V Cnudde, D Grimaldi, CK Hagen, ... Nature Reviews Methods Primers 1 (1), 18, 2021	230	2021
Perceptual image similarity experiments BE Rogowitz, T Frese, JR Smith, CA Bouman, EB Kalin Human Vision and Electronic Imaging III 3299, 576-590, 1998	227	1998
Hierarchical browsing and search of large image databases JY Chen, CA Bouman, JC Dalton IEEE transactions on Image Processing 9 (3), 442-455, 2000	208	2000
Multiscale Bayesian segmentation using a trainable context model H Cheng, CA Bouman IEEE Transactions on Image Processing 10 (4), 511-525, 2001	184	2001
A model-based image reconstruction algorithm with simultaneous beam hardening correction for X-ray CT P Jin, CA Bouman, KD Sauer IEEE Transactions on Computational Imaging 1 (3), 200-216, 2015	181	2015

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