Charles Bouman
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Charles Addison Bouman Jr. () is the Showalter Professor of Electrical and Computer Engineering and Biomedical Engineering at
Purdue University Purdue University is a Public university#United States, public Land-grant university, land-grant research university in West Lafayette, Indiana, United States, and the flagship campus of the Purdue University system. The university was founded ...
, where he has taught since 1989. His research focuses on applications of
image processing An image or picture is a visual representation. An image can be two-dimensional, such as a drawing, painting, or photograph, or three-dimensional, such as a carving or sculpture. Images may be displayed through other media, including a pr ...
in various contexts, including
medicine Medicine is the science and Praxis (process), practice of caring for patients, managing the Medical diagnosis, diagnosis, prognosis, Preventive medicine, prevention, therapy, treatment, Palliative care, palliation of their injury or disease, ...
,
materials science Materials science is an interdisciplinary field of researching and discovering materials. Materials engineering is an engineering field of finding uses for materials in other fields and industries. The intellectual origins of materials sci ...
, and consumer imaging. His work led to the development of the first commercial
CT scan A computed tomography scan (CT scan), formerly called computed axial tomography scan (CAT scan), is a medical imaging technique used to obtain detailed internal images of the body. The personnel that perform CT scans are called radiographers or ...
technology to use model-based
iterative reconstruction Iterative reconstruction refers to Iteration, iterative algorithms used to reconstruct 2D and 3D reconstruction, 3D images in certain Digital imaging, imaging techniques. For example, in computed tomography an image must be reconstructed from pro ...
. He is a co-inventor on over fifty patents in the field of consumer imaging. He is a member of the
National Academy of Inventors The National Academy of Inventors (NAI) is a US non-profit organization dedicated to encouraging inventors in academia, following the model of the National Academies of the United States. It was founded at the University of South Florida in 201 ...
, as well as a fellow of the
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers (IEEE) is an American 501(c)(3) public charity professional organization for electrical engineering, electronics engineering, and other related disciplines. The IEEE has a corporate office ...
, the
American Institute for Medical and Biological Engineering The American Institute for Medical and Biological Engineering (AIMBE) is a non-profit organization founded in 1991, and headquartered in Washington, D.C. It represents 50,000 medical and Biomedical engineering, biomedical engineers, and academic i ...
, the
Society for Imaging Science and Technology The Society for Imaging Science and Technology (IS&T) is a professional society (a type of research and education organization) in the field of photography. Founded in 1947 as the Society of Photographic Scientists and Engineers (SPSE), it is head ...
, and
SPIE SPIE (formerly the Society of Photographic Instrumentation Engineers, later the Society of Photo-Optical Instrumentation Engineers) is an international not-for-profit professional society for optics and photonics technology, founded in 1955. It ...
. He was formerly the
editor-in-chief An editor-in-chief (EIC), also known as lead editor or chief editor, is a publication's editorial leader who has final responsibility for its operations and policies. The editor-in-chief heads all departments of the organization and is held accoun ...
of '' IEEE Transactions on Image Processing''. He is the father of computational imaging scientist
Katie Bouman Katherine Louise Bouman (; born 1989) is an American engineer and computer scientist working in the field of computational imaging. She led the development of an algorithm for imaging black holes, known as Continuous High-resolution Image Rec ...
.


Fusing Sensor Models with Machine Learning Models

Bouman is the lead author of what has been described as a "Plug-n-Play" method for fusing sensor models and machine-learning models for joint optimization of the two for the generation of images from noisy and incomplete projection data.


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Faculty profile
* * American electrical engineers Living people University of Pennsylvania alumni University of California, Berkeley alumni Princeton University alumni Computer engineers Purdue University faculty Fellows of the IEEE Fellows of the American Institute for Medical and Biological Engineering Fellows of SPIE Year of birth missing (living people) 21st-century American engineers {{US-electrical-engineer-stub