Concepedia

Johnathan M. Bardsley

JM

33

Publications

1.2K

Citations

20

H-Index

2003

Active since

Affiliations

University of Montana(Current)

Lappeenranta-Lahti University of Technology

Finnish Meteorological Institute

Technical University of Denmark

Emory University

Johnathan M. Bardsley is an author at University of Montana specializing in inverse problems, engineering, and image analysis.

Top concepts

EngineeringInverse ProblemsImage AnalysisStatistical InferenceStatisticsBiomedical ImagingImage ReconstructionMedical ImagingHealthComputer Vision

Publications per year

2003–2022

33

Publications

33

Randomize-Then-Optimize: A Method for Sampling from Posterior Distributions in Nonlinear Inverse Problems

Johnathan M. Bardsley, Antti Solonen, Heikki Haario et al. · SIAM Journal on Scientific Computing · 2014 · 153 citations

Engineering, Machine Learning, Data Science +14

MCMC-Based Image Reconstruction with Uncertainty Quantification

Johnathan M. Bardsley · SIAM Journal on Scientific Computing · 2012 · 98 citations

Bayesian Statistic, Image Reconstruction, Engineering +22

Regularization parameter selection methods for ill-posed Poisson maximum likelihood estimation

Johnathan M. Bardsley, John Goldes · Inverse Problems · 2009 · 95 citations

Image Reconstruction, Parameter Estimation, Engineering +20

A Nonnegatively Constrained Convex Programming Method for Image Reconstruction

Johnathan M. Bardsley, Curtis R. Vogel · SIAM Journal on Scientific Computing · 2003 · 81 citations

Mathematical Programming, Numerical Analysis, Image Reconstruction +17

A computational method for the restoration of images with an unknown, spatially-varying blur

Johnathan M. Bardsley, S. M. Jefferies, James G. Nagy et al. · Optics Express · 2006 · 80 citations · Full text

Engineering, Spatially-varying Blur, Deblurring +17

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