Prof. Jeffrey A. Fessler Profile

Prof. Jeffrey A. Fessler

Professor, EECS at Univ of Michigan

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Publications (34)

Proceedings Article | 7 April 2023 Presentation + Paper

Deep CNN task-based image quality assessment: application to digital breast tomosynthesis reconstruction and denoising

Mingjie Gao, Mark Helvie, Ravi Samala, Lubomir Hadjiiski, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 12463, 1246319 (2023) https://doi.org/10.1117/12.2655419

KEYWORDS: Digital breast tomosynthesis, Image quality, Denoising, Human subjects, Reconstruction algorithms, Medical image reconstruction, Deep learning, 3D image reconstruction, Convolutional neural networks

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Proceedings Article | 4 April 2022 Presentation + Paper

Deep convolutional neural network regularized digital breast tomosynthesis reconstruction with detector blur and correlated noise modeling

Mingjie Gao, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 12031, 1203108 (2022) https://doi.org/10.1117/12.2611933

KEYWORDS: Breast imaging, Medical image reconstruction, Digital breast tomosynthesis, Reconstruction algorithms, Human subjects, Convolutional neural networks, Image quality, Denoising, Image restoration

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Proceedings Article | 15 February 2021 Presentation + Paper

Digital breast tomosynthesis denoising using deep convolutional neural network: effects of dose level of training target images

Mingjie Gao, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 11595, 115951K (2021) https://doi.org/10.1117/12.2580900

KEYWORDS: Digital breast tomosynthesis, Denoising, Convolutional neural networks, X-ray imaging, Visualization, Human subjects, Data acquisition, Breast

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Proceedings Article | 16 March 2020 Presentation + Paper

Joint low-count PET/CT segmentation and reconstruction with paired variational neural networks

Hongki Lim, Yuni Dewaraja, Jeffrey Fessler

Proceedings Volume 11312, 113120U (2020) https://doi.org/10.1117/12.2543252

KEYWORDS: Image segmentation, Positron emission tomography, Computed tomography, Tumors, Liver, Neural networks, Denoising, Image restoration, Image filtering, Convolution

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Proceedings Article | 16 March 2020 Presentation + Paper

Deep convolutional neural network denoising for digital breast tomosynthesis reconstruction

Mingjie Gao, Ravi Samala, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 11312, 113120Q (2020) https://doi.org/10.1117/12.2549361

KEYWORDS: Digital breast tomosynthesis, Denoising, Convolutional neural networks, Image processing, Image denoising, Breast imaging, 3D image reconstruction

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Proceedings Article | 9 March 2017 Presentation + Paper

Effects of detector blur and correlated noise on digital breast tomosynthesis reconstruction

Jiabei Zheng, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 10132, 1013226 (2017) https://doi.org/10.1117/12.2255689

KEYWORDS: Convex optimization, 3D image reconstruction, Reconstruction algorithms, Medical image reconstruction, Tumor growth modeling, Human subjects, Visualization, Breast, Digital breast tomosynthesis, Image quality, Model-based design, Systems modeling, Image restoration, Image enhancement, Tissues, Imaging systems

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Proceedings Article | 9 March 2017 Paper

Accelerating separable footprint (SF) forward and back projection on GPU

Xiaobin Xie, Madison McGaffin, Yong Long, Jeffrey Fessler, Minhua Wen, James Lin

Proceedings Volume 10132, 101322S (2017) https://doi.org/10.1117/12.2252010

KEYWORDS: Projection systems, Surgery, Visualization, Ray tracing, Image restoration, X-rays, X-ray computed tomography, X-ray imaging, Sensors, 3D image processing

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Proceedings Article | 31 March 2016 Paper

Digital breast tomosynthesis reconstruction using spatially weighted non-convex regularization

Jiabei Zheng, Jeffrey Fessler, Heang-Ping Chan

Proceedings Volume 9783, 978369 (2016) https://doi.org/10.1117/12.2216414

KEYWORDS: Digital breast tomosynthesis, Reconstruction algorithms, Breast, Image restoration, Algorithm development, Image enhancement, Breast cancer, Interference (communication), Human subjects, Image quality, Steiner quadruple pulse system, Tissues, Nonlinear filtering

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Proceedings Article | 19 March 2014 Paper

Accelerating ordered-subsets X-ray CT image reconstruction using the linearized augmented Lagrangian framework

Hung Nien, Jeffrey Fessler

Proceedings Volume 9033, 903332 (2014) https://doi.org/10.1117/12.2042686

KEYWORDS: Reconstruction algorithms, CT reconstruction, X-ray imaging, X-rays, X-ray computed tomography, Denoising, Image restoration, Tolerancing, Composites, Medical imaging

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Proceedings Article | 7 March 2014 Paper

Fast edge-preserving image denoising via group coordinate descent on the GPU

Madison McGaffin, Jeffrey Fessler

Proceedings Volume 9020, 90200P (2014) https://doi.org/10.1117/12.2042593

KEYWORDS: Image denoising, Steiner quadruple pulse system, Denoising, Optimization (mathematics), CT reconstruction, Medical imaging, 3D image processing, Graphics processing units, Cadmium, Matrices

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Proceedings Article | 7 March 2014 Paper

Model-based, one-sided, time-of-flight terahertz image reconstruction

Stephen Schmitt, Jeffrey Fessler, Greg Fichter, David Zimdars

Proceedings Volume 9020, 90200N (2014) https://doi.org/10.1117/12.2042282

KEYWORDS: Refraction, Reconstruction algorithms, Model-based design, Image restoration, Data acquisition, Nondestructive evaluation, Transmitters, Receivers, Foam, Terahertz radiation

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Proceedings Article | 26 September 2013 Paper

Prospective motion correction for functional MRI using sparsity and Kalman filtering

Daniel Weller, Douglas Noll, Jeffrey Fessler

Proceedings Volume 8858, 885823 (2013) https://doi.org/10.1117/12.2023074

KEYWORDS: Motion estimation, Motion models, Filtering (signal processing), Functional magnetic resonance imaging, Image registration, Magnetic resonance imaging, Head, Data acquisition, Electronic filtering, Detection and tracking algorithms

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Proceedings Article | 6 March 2013 Paper

Splitting-based statistical X-ray CT image reconstruction with blind gain correction

Hung Nien, Jeffrey Fessler

Proceedings Volume 8668, 86681J (2013) https://doi.org/10.1117/12.2007430

KEYWORDS: CT reconstruction, X-rays, X-ray imaging, Reconstruction algorithms, Image quality, Signal attenuation, 3D image processing, X-ray computed tomography, Image restoration, Error analysis

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Proceedings Article | 3 March 2012 Paper

Accelerating ordered-subsets image reconstruction for x-ray CT using double surrogates

Jang Hwan Cho, Jeffrey Fessler

Proceedings Volume 8313, 83131X (2012) https://doi.org/10.1117/12.911531

KEYWORDS: Image restoration, Reconstruction algorithms, X-ray computed tomography, X-rays, X-ray imaging, Optimization (mathematics), Image quality, Algorithm development, Computer simulations, Tomography

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Proceedings Article | 3 March 2012 Paper

Reduced memory augmented Lagrangian algorithm for 3D iterative x-ray CT image reconstruction

Madison McGaffin, Sathish Ramani, Jeffrey Fessler

Proceedings Volume 8313, 831327 (2012) https://doi.org/10.1117/12.910941

KEYWORDS: Reconstruction algorithms, X-rays, 3D image processing, CT reconstruction, X-ray imaging, X-ray computed tomography, Denoising, Transform theory, Image restoration, Image quality

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Proceedings Article | 10 February 2012 Paper

Iterative weighted risk estimation for nonlinear image restoration with analysis priors

Sathish Ramani, Jeffrey Rosen, Zhihao Liu, Jeffrey Fessler

Proceedings Volume 8296, 82960N (2012) https://doi.org/10.1117/12.915643

KEYWORDS: Image restoration, Image analysis, Algorithm development, Radon, Reconstruction algorithms, Inverse problems, Denoising, Image quality, Signal to noise ratio, Visualization

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Proceedings Article | 17 March 2011 Paper

Adaptive diffusion regularization for enhancement of microcalcifications in digital breast tomosynthesis (DBT) reconstruction

Yao Lu, Heang-Ping Chan, Jeffrey Fessler, Lubomir Hadjiiski, Jun Wei, Mitchell Goodsitt

Proceedings Volume 7961, 796117 (2011) https://doi.org/10.1117/12.878096

KEYWORDS: Digital breast tomosynthesis, Reconstruction algorithms, Diffusion, Interference (communication), Breast, Sensors, Signal to noise ratio, Human subjects, Radiology, Mammography

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Proceedings Article | 27 March 2009 Paper

A simple penalty that encourages local invertibility and considers sliding effects for respiratory motion

Se Young Chun, Jeffrey Fessler, Marc Kessler

Proceedings Volume 7259, 72592U (2009) https://doi.org/10.1117/12.811181

KEYWORDS: Bone, Image registration, Tissues, 3D image processing, Image resolution, Medical imaging, Motion estimation, Computed tomography, Selenium, Transform theory

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Proceedings Article | 27 March 2009 Paper

Improved fMRI time-series registration using joint probability density priors

Roshni Bhagalia, Jeffrey Fessler, Boklye Kim, Charles Meyer

Proceedings Volume 7259, 72590J (2009) https://doi.org/10.1117/12.811421

KEYWORDS: Head, Motion estimation, Functional magnetic resonance imaging, Image registration, Error analysis, Medical imaging, Motion models, Brain activation, Statistical analysis, Magnetic resonance imaging

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Proceedings Article | 13 March 2009 Paper

Joint image reconstruction and nonrigid motion estimation with a simple penalty that encourages local invertibility

Se Young Chun, Jeffrey Fessler

Proceedings Volume 7258, 72580U (2009) https://doi.org/10.1117/12.811067

KEYWORDS: Image restoration, Motion estimation, Motion models, Spatial resolution, Image registration, Positron emission tomography, Medical imaging, Image quality, Computed tomography, Signal to noise ratio

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Proceedings Article | 3 February 2009 Paper

Sparsity regularization for image reconstruction with Poisson data

Daniel Lingenfelter, Jeffrey Fessler, Zhong He

Proceedings Volume 7246, 72460F (2009) https://doi.org/10.1117/12.816961

KEYWORDS: Expectation maximization algorithms, Reconstruction algorithms, Evolutionary algorithms, Detection and tracking algorithms, Image restoration, Sensors, Neodymium, Denoising, Algorithm development, Imaging systems

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Proceedings Article | 18 March 2008 Paper

Low-dose dual-energy computed tomography for PET attenuation correction with statistical sinogram restoration

Joonki Noh, Jeffrey Fessler, Paul Kinahan

Proceedings Volume 6913, 691312 (2008) https://doi.org/10.1117/12.769855

KEYWORDS: Positron emission tomography, Signal attenuation, Lithium, Neodymium, Image restoration, Statistical analysis, Laser imaging, X-ray computed tomography, Algorithm development, Tissues

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Proceedings Article | 26 February 2008 Paper

Regularized estimation of Stokes images from polarimetric measurements

John Valenzuela, Jeffrey Fessler

Proceedings Volume 6814, 681403 (2008) https://doi.org/10.1117/12.777882

KEYWORDS: Polarimetry, Polarization, Error analysis, Image analysis, Image restoration, Linear polarizers, Remote sensing, Data modeling, Spatial resolution, Point spread functions

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Proceedings Article | 20 March 2007 Paper

A simplified motion model for estimating respiratory motion from orbiting views

Rongping Zeng, Jeffrey Fessler, James Balter

Proceedings Volume 6512, 651240 (2007) https://doi.org/10.1117/12.709744

KEYWORDS: Motion estimation, Motion models, Optimization (mathematics), X-rays, X-ray computed tomography, 3D modeling, Systems modeling, Motion measurement, Scanners, Lawrencium

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Proceedings Article | 19 March 2007 Paper

Fast variance predictions for 3D cone-beam CT with quadratic regularization

Yingying Zhang-O'Connor, Jeffrey Fessler

Proceedings Volume 6510, 65105W (2007) https://doi.org/10.1117/12.710312

KEYWORDS: Sensors, Statistical analysis, Fourier transforms, 3D image processing, Tomography, Computed tomography, Projection systems, X-ray computed tomography, 3D image reconstruction, X-rays

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Proceedings Article | 8 March 2007 Paper

Local mismatch location and spatial scale detection in image registration

R. Narayanan, J. Fessler, B. Ma, H. Park, C. Meyer

Proceedings Volume 6512, 65121X (2007) https://doi.org/10.1117/12.707439

KEYWORDS: Image registration, Error analysis, Medical imaging, Gaussian filters, Image restoration, Image resolution, Linear filtering, Biomedical engineering, Radiology, Electrical engineering

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Proceedings Article | 10 March 2006 Paper

Nonrigid registration using regularization that accommodates local tissue rigidity

Dan Ruan, Jeffrey Fessler, Michael Roberson, James Balter, Marc Kessler

Proceedings Volume 6144, 614412 (2006) https://doi.org/10.1117/12.653870

KEYWORDS: Tissues, Image registration, Bone, Image segmentation, X-ray computed tomography, Medical imaging, Image filtering, X-rays, Computed tomography, Lung

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Proceedings Article | 29 April 2005 Paper

Quadratic regularization design for fan beam transmission tomography

Hugo Shi, Jeffrey Fessler

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.593412

KEYWORDS: Sensors, Tomography, Spatial resolution, Fluctuations and noise, X-rays, Image restoration, X-ray computed tomography, Imaging systems, X-ray imaging, X-ray sources

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Proceedings Article | 29 April 2005 Paper

Fast interpolation operations in non-rigid image registration

Matthew Jacobson, Jeffrey Fessler

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.592243

KEYWORDS: Image registration, Matrices, Dielectrophoresis, Lung, 3D modeling, Convolution, Medical imaging, Detection and tracking algorithms, Imaging arrays, Surgery

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Proceedings Article | 15 May 2003 Paper

Efficient and accurate likelihood for iterative image reconstruction in x-ray computed tomography

Idris Elbakri, Jeffrey Fessler

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.480302

KEYWORDS: Photons, X-rays, Sensors, X-ray detectors, Image restoration, X-ray computed tomography, X-ray sources, Signal attenuation, Algorithm development, Reconstruction algorithms

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Proceedings Article | 9 May 2002 Paper

Maximum-likelihood dual-energy tomographic image reconstruction

Jeffrey Fessler, Idris Elbakri, Predrag Sukovic, Neal Clinthorne

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467189

KEYWORDS: X-rays, X-ray computed tomography, Tomography, Image restoration, Statistical analysis, Reconstruction algorithms, Signal attenuation, X-ray imaging, Algorithm development, Statistical modeling

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Proceedings Article | 3 July 2001 Paper

Knowledge-based deformable surface model with application to segmentation of brain structures in MRI

Amir Ghanei, Hamid Soltanian-Zadeh, Kost Elisevich, Jeffrey Fessler

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431106

KEYWORDS: 3D modeling, Magnetic resonance imaging, Brain, Data modeling, Image segmentation, Neuroimaging, Solid modeling, Performance modeling, Medical imaging, Feature extraction

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Proceedings Article | 3 July 2001 Paper

Statistical x-ray-computed tomography image reconstruction with beam hardening correction

Idris Elbakri, Jeffrey Fessler

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.430961

KEYWORDS: Tissues, X-rays, Signal attenuation, Reconstruction algorithms, Algorithm development, Sensors, X-ray computed tomography, CT reconstruction, Bone, X-ray imaging

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