Charles A. Bouman
Orcid: 0000-0001-8504-0383Affiliations:
- Purdue University, West Lafayette, School of Electrical Electrical and Computer Engineering
According to our database1,
Charles A. Bouman
authored at least 270 papers
between 1962 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2001, "For contributions to the theory of statistical image processing, and its application to electronic imaging and inverse problems.".
Timeline
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Online presence:
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Bibliography
2024
TRINIDI: Time-of-Flight Resonance Imaging With Neutrons for Isotopic Density Inference.
IEEE Trans. Computational Imaging, 2024
2023
IEEE Signal Process. Mag., July, 2023
Projected Multi-Agent Consensus Equilibrium (PMACE) With Application to Ptychography.
IEEE Trans. Computational Imaging, 2023
IEEE Trans. Computational Imaging, 2023
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications.
IEEE Signal Process. Mag., 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Autonomous Polycrystalline Material Decomposition For Hyperspectral Neutron Tomography.
Proceedings of the IEEE International Conference on Image Processing, 2023
Ringing Artifact Reduction Method for Ultrasound Reconstruction Using Multi-Agent Consensus Equilibrium.
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications.
Proceedings of the High Performance Computing for Imaging 2023, 2023
Proceedings of the 59th Annual Allerton Conference on Communication, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
IEEE Trans. Emerg. Top. Comput., 2022
IEEE Trans. Computational Imaging, 2022
CodEx: A Modular Framework for Joint Temporal De-Blurring and Tomographic Reconstruction.
IEEE Trans. Computational Imaging, 2022
Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches.
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Mag., 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 58th Annual Allerton Conference on Communication, 2022
2021
IEEE Trans. Computational Imaging, 2021
CoRR, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Computational Imaging XIX, Virtual Event, 11-28 January 2021., 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Computational Imaging, 2020
Coherent Plug-and-Play: Digital Holographic Imaging Through Atmospheric Turbulence Using Model-Based Iterative Reconstruction and Convolutional Neural Networks.
IEEE Trans. Computational Imaging, 2020
Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery.
IEEE Signal Process. Mag., 2020
Ultra-Sparse View Reconstruction for Flash X-Ray Imaging Using Consensus Equilibrium.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE Trans. Medical Imaging, 2019
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures.
IEEE Trans. Computational Imaging, 2019
Model-Based Iterative Reconstruction for One-Sided Ultrasonic Nondestructive Evaluation.
IEEE Trans. Computational Imaging, 2019
Consensus equilibrium framework for super-resolution and extreme-scale CT reconstruction.
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the IEEE International Conference on Computational Photography, 2019
Multi-target tracking with an event-based vision sensor and a partial-update GMPHD filter.
Proceedings of the Computational Imaging XVII, Burlingame, 2019
2018
Model-Based Iterative Reconstruction of Magnetization Using Vector Field Electron Tomography.
IEEE Trans. Computational Imaging, 2018
IEEE Trans. Computational Imaging, 2018
Plug-and-Play Unplugged: Optimization-Free Reconstruction Using Consensus Equilibrium.
SIAM J. Imaging Sci., 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 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
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Deep Learning for Moving Object Detection and Tracking from a Single Camera in Unmanned Aerial Vehicles (UAVs).
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2018, Burlingame, CA, USA, January 28, 2018
A Supervised Learning Approach for Dynamic Sampling (SLADS) in Raman Hyperspectral Imaging.
Proceedings of the Computational Imaging XVI, Burlingame, 2018
SLADS-Net: Supervised Learning Approach for Dynamic Sampling using Deep Neural Networks.
Proceedings of the Computational Imaging XVI, Burlingame, 2018
Proceedings of the Computational Imaging XVI, Burlingame, 2018
Proceedings of the Computational Imaging XVI, Burlingame, 2018
Ultrasonic Model-Based Iterative Reconstruction with Spatially Variant Regularization for One-Sided Non-Destructive Evaluation.
Proceedings of the Computational Imaging XVI, Burlingame, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Medical Imaging, 2017
IEEE Trans. Computational Imaging, 2017
A Model-Based Iterative Reconstruction Approach to Tunable Diode Laser Absorption Tomography.
IEEE Trans. Computational Imaging, 2017
Phase-error estimation and image reconstruction from digital-holography data using a Bayesian framework.
CoRR, 2017
CoRR, 2017
CoRR, 2017
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium.
CoRR, 2017
Proceedings of the International Conference for High Performance Computing, 2017
Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Model-Based Iterative Restoration for Binary Document Image Compression with Dictionary Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Computational Imaging XV, Burlingame, 2017
Proceedings of the Computational Imaging XV, Burlingame, 2017
Physics based modeling for the development of soft segmentation and reconstruction algorithms.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
IEEE Trans. Very Large Scale Integr. Syst., 2016
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction With Applications to Low-Dose X-Ray CT.
IEEE Trans. Computational Imaging, 2016
IEEE Trans. Computational Imaging, 2016
Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016
Multi-target detection and tracking from a single camera in Unmanned Aerial Vehicles (UAVs).
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Single Shot Digital Holography Using Iterative Reconstruction with Alternating Updates of Amplitude and Phase.
Proceedings of the Computational Imaging XIV, San Francisco, 2016
Proceedings of the Computational Imaging XIV, San Francisco, 2016
2015
Distributed Signal Decorrelation and Detection in Multi View Camera Networks Using the Vector Sparse Matrix Transform.
IEEE Trans. Image Process., 2015
IEEE Trans. Computational Imaging, 2015
IEEE Trans. Computational Imaging, 2015
A Model-Based Image Reconstruction Algorithm With Simultaneous Beam Hardening Correction for X-Ray CT.
IEEE Trans. Computational Imaging, 2015
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Joint metal artifact reduction and segmentation of CT images using dictionary-based image prior and continuous-relaxed potts model.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Gaussian mixture prior models for imaging of flow cross sections from sparse hyperspectral measurements.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the Color Imaging XX: Displaying, 2015
Proceedings of the Computational Imaging XIII, 2015
2014
Model-Based Iterative Reconstruction for Dual-Energy X-Ray CT Using a Joint Quadratic Likelihood Model.
IEEE Trans. Medical Imaging, 2014
Quality and Precision of Parametric Images Created From PET Sinogram Data by Direct Reconstruction: Proof of Concept.
IEEE Trans. Medical Imaging, 2014
Fast Space-Varying Convolution Using Matrix Source Coding With Applications to Camera Stray Light Reduction.
IEEE Trans. Image Process., 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Distributed vector decorrelation and anomaly detection using the vector Sparse Matrix Transform.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Computational Imaging XII, 2014
2013
Image Enhancement Using the Hypothesis Selection Filter: Theory and Application to JPEG Decoding.
IEEE Trans. Image Process., 2013
A Model Based Iterative Reconstruction Algorithm For High Angle Annular Dark Field-Scanning Transmission Electron Microscope (HAADF-STEM) Tomography.
IEEE Trans. Image Process., 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Dynamic hierarchical dictionary design for multi-page binary document image compression.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Binary image compression using conditional entropy-based dictionary design and indexing.
Proceedings of the Color Imaging XVIII: Displaying, 2013
Proceedings of the Computational Imaging XI, 2013
Proceedings of the Computational Imaging XI, 2013
2012
Bayesian tomographic reconstruction for high angle annular dark field (HAADF) scanning transmission electron microscopy (STEM).
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Prediction coefficient estimation in Markov random fields for iterative X-ray CT reconstruction.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Imaging and Printing in a Web 2.0 World III, 2012
A color quantization algorithm based on minimization of modified Lp norm error in a CIELAB space.
Proceedings of the Color Imaging XVII: Displaying, 2012
Proceedings of the Computational Imaging X, 2012
Proceedings of the Computational Imaging X, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Fast Model-Based X-Ray CT Reconstruction Using Spatially Nonhomogeneous ICD Optimization.
IEEE Trans. Image Process., 2011
The Sparse Matrix Transform for Covariance Estimation and Analysis of High Dimensional Signals.
IEEE Trans. Image Process., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011
Proceedings of the Computational Imaging IX, 2011
Proceedings of the Computational Imaging IX, 2011
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the International Conference on Image Processing, 2010
Multiscale segmentation for MRC document compression using a Markov random field model.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Computational Imaging VIII, 2010
2009
IEEE Trans. Image Process., 2009
IEEE Trans. Image Process., 2009
Weak signal detection in hyperspectral imagery using sparse matrix transform (smt) covariance estimation.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the Color Imaging XIV: Displaying, 2009
Proceedings of the Computational Imaging VII, 2009
2008
IEEE Trans. Image Process., 2008
J. Electronic Imaging, 2008
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Computational Imaging VI, 2008
Proceedings of the Computational Imaging VI, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Nonparametric Extraction of Transient Changes in Neurotransmitter Concentration From Dynamic PET Data.
IEEE Trans. Medical Imaging, 2007
Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Fast Reconstruction Algorithms for Optical Tomography Using Sparse Matrix Representations.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Fast Image Reconstruction Methods for Fully 3d Multispectral Optical Bioluminescence Tomography.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Imaging D2-dopamine receptor concentration in non-human primate brain using <sup>18</sup>F-fallypride.
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the Color Imaging XII: Processing, Hardcopy, and Applications, San Jose, 2007
Proceedings of the Color Imaging XII: Processing, Hardcopy, and Applications, San Jose, 2007
Proceedings of the Color Imaging XII: Processing, Hardcopy, and Applications, San Jose, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
2006
IEEE Trans. Image Process., 2006
IEEE Trans. Image Process., 2006
IEEE Trans. Image Process., 2006
Digit. Signal Process., 2006
Visualizing all the fits: evaluating the quality and precision of parametric images created from direct reconstruction of PET sinogram data.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Color Imaging XI: Processing, Hardcopy, and Applications, San Jose, 2006
Proceedings of the Computational Imaging IV, San Jose, 2006
Proceedings of the Computational Imaging IV, San Jose, 2006
2005
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Image Process., 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Multigrid inversion algorithms for Poisson noise model-based tomographic reconstruction.
Proceedings of the Computational Imaging III, San Jose, 2005
Proceedings of the Computational Imaging III, San Jose, 2005
Proceedings of the Computational Imaging III, San Jose, 2005
2004
IEEE Trans. Multim., 2004
AM/FM halftoning: digital halftoning through simultaneous modulation of dot size and dot density.
J. Electronic Imaging, 2004
Direct Reconstruction of Kinetic Parameter Images in Fluorescence Optical Diffusion Tomography.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Color Imaging IX: Processing, Hardcopy, and Applications, San Jose, 2004
Proceedings of the Computational Imaging II, San Jose, 2004
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
J. Electronic Imaging, 2003
Proceedings of the Visual Content Processing and Representation, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Modeling and estimation of spatial random trees with application to image classification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Color Imaging VIII: Processing, Hardcopy, and Applications, Santa Clara, 2003
Proceedings of the Computational Imaging, Santa Clara, 2003
2002
IEEE Trans. Image Process., 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
AM/FM halftoning: a method for digital halftoning through simultaneous modulation of dot size and dot placement.
Proceedings of the Color Imaging: Device-Independent Color, 2002
Proceedings of the Color Imaging: Device-Independent Color, 2002
2001
IEEE Trans. Image Process., 2001
IEEE Trans. Image Process., 2001
J. Electronic Imaging, 2001
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001
High Quality MRC Document Coding.
Proceedings of the PICS 2001: Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
IEEE Trans. Image Process., 2000
IEEE Trans. Image Process., 2000
J. Electronic Imaging, 2000
J. Electronic Imaging, 2000
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999
Tree-Based Resolution Synthesis.
Proceedings of the PICS 1999: Proceedings of the Conference on Image Processing, 1999
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
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
A Compressed Video Database Structured for Active Browsing and Search.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the Human Vision and Electronic Imaging III, 1998
Proceedings of the Human Vision and Electronic Imaging III, 1998
1997
Dual stack filters and the modified difference of estimates approach to edge detection.
IEEE Trans. Image Process., 1997
IEEE Trans. Image Process., 1997
Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Human Vision and Electronic Imaging II, 1997
Methodology for designing image similarity metrics based on human visual system models.
Proceedings of the Human Vision and Electronic Imaging II, 1997
1996
Optimization of sensor response functions for colorimetry of reflective and emissive objects.
IEEE Trans. Image Process., 1996
IEEE Trans. Image Process., 1996
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
J. Electronic Imaging, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Parallel computation of sequential pixel updates in statistical tomographic reconstruction.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Image Process., 1994
Proceedings of the 2nd Color and Imaging Conference, 1994
Automated Assembly Inspection Using a Multiscale Algorithm Trained on Synthetic Images.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
"Digital signal processing with applications: " a new and successful approach to undergraduate DSP education.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
IEEE Trans. Signal Process., 1993
IEEE Trans. Image Process., 1993
The Nonlinear Prefiltering and Difference of Estimates Approaches to Edge Detection: Applications of Stack Filters.
CVGIP Graph. Model. Image Process., 1993
Proceedings of the Visual Communications and Image Processing '93, 1993
Proceedings of the 1st Color and Imaging Conference, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
IEEE Trans. Pattern Anal. Mach. Intell., 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1988
Proceedings of the IEEE International Conference on Acoustics, 1988
1987
1962