Charles Bouman

About

Charles A. Bouman received a B.S.E.E. degree from the University of Pennsylvania in 1981 and a MS degree from the University of California at Berkeley in 1982. From 1982 to 1985, he was a full staff member at MIT Lincoln Laboratory and in 1989 he received a Ph.D. in electrical engineering from Princeton University. He joined the faculty of Purdue University in 1989 where he is currently the Showalter Professor of Electrical and Computer Engineering and Biomedical Engineering. Prof. Bouman’s research is in the area of computational imaging and sensing where he is focused on the integration of signal processing, statistical modeling, physics, and computation to solve difficult sensing problems with applications in healthcare, material science, physics, chemistry, commercial and consumer imaging. His research resulted in the first commercial model-based iterative reconstruction (MBIR) system for medical X-ray computed tomography (CT), and he is co-inventor on over 50 issued patents that have been licensed and used in millions of consumer imaging products. Professor Bouman is a member of the National Academy of Inventors, a Fellow of the IEEE, a Fellow and Honorary Member of the society for Imaging Science and Technology (IS&T), a Fellow of the American Institute for Medical and Biological Engineering (AIMBE), and a Fellow of the SPIE professional society. He is the recipient of the 2021 IEEE Signal Processing Society, Claude Shannon-Harry Nyquist Technical Achievement Award, the 2014 Electronic Imaging Scientist of the Year award, and the IS&T’s Raymond C. Bowman Award; and in 2020, his paper on Plug-and-Play Priors won the SIAM Imaging Science Best Paper Prize. He was previously the Editor-in-Chief for the IEEE Transactions on Image Processing; a Distinguished Lecturer for the IEEE Signal Processing Society; and a Vice President of Technical Activities for the IEEE Signal Processing Society, during which time he led the creation of the IEEE Transactions on Computational Imaging. He has been an associate editor for the IEEE Transactions on Image Processing, the IEEE Transactions on Pattern Analysis and Machine Intelligence, and the SIAM Journal on Mathematical Imaging. He has also been a Vice President of Publications and a member of the Board of Directors for the IS&T Society, and he is the founder and Co-Chair of the long running IS&T conference on Computational Imaging.

Work

Lincoln Laboratory
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Member of Technical Staff

US

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Education

Princeton University
United States of America

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PhD

University of California Berkeley
United States of America

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MSEE

University of Pennsylvania
United States of America

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BSEE

Publications

CLAMP: Majorized Plug-and-Play for Coherent 3D Lidar Imaging

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IEEE Transactions on Computational Imaging

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Fast Hyperspectral Neutron Tomography

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IEEE Transactions on Computational Imaging

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Tomographic Sparse View Selection Using the View Covariance Loss

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IEEE Transactions on Pattern Analysis and Machine Intelligence

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TRINIDI: Time-of-Flight Resonance Imaging With Neutrons for Isotopic Density Inference

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IEEE Transactions on Computational Imaging

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The Foundations of Computational Imaging: A signal processing perspective

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IEEE Signal Processing Magazine

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Coherent plug-and-play artifact removal: Physics-based deep learning for imaging through aberrations

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Optics and Lasers in Engineering

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Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications

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IEEE Signal Processing Magazine

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Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems

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IEEE Transactions on Computational Imaging

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Projected Multi-Agent Consensus Equilibrium (PMACE) With Application to Ptychography

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IEEE Transactions on Computational Imaging

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Fast and Robust UAV to UAV Detection and Tracking From Video

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IEEE Transactions on Emerging Topics in Computing

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CodEx: A Modular Framework for Joint Temporal De-Blurring and Tomographic Reconstruction

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IEEE Transactions on Computational Imaging

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Multi-Resolution Data Fusion for Super Resolution Imaging

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IEEE Transactions on Computational Imaging

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Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction

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IEEE Transactions on Computational Imaging

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Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery

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IEEE Signal Processing Magazine

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Coherent Plug-and-Play: Digital Holographic Imaging Through Atmospheric Turbulence Using Model-Based Iterative Reconstruction and Convolutional Neural Networks

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IEEE Transactions on Computational Imaging

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Distributed Iterative CT Reconstruction Using Multi-Agent Consensus Equilibrium

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IEEE Transactions on Computational Imaging

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Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures

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IEEE Transactions on Computational Imaging

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Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography

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IEEE Transactions on Medical Imaging

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Model-Based Iterative Reconstruction for One-Sided Ultrasonic Nondestructive Evaluation

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IEEE Transactions on Computational Imaging

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Model-Based Iterative Reconstruction of Magnetization Using Vector Field Electron Tomography

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IEEE Transactions on Computational Imaging

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