Anne Gelb

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 40

Top Topics

Synthetic Aperture Radar

Bayesian Learning

Image Reconstruction

Top Venues

J. Sci. Comput.

SIAM/ASA J. Uncertain. Quantification

SIAM J. Sci. Comput.

Publications

Jan Glaubitz, Anne Gelb
Leveraging Joint Sparsity in Hierarchical Bayesian Learning. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Jonathan Lindbloom, Jan Glaubitz, Anne Gelb
Generalized sparsity-promoting solvers for Bayesian inverse problems: Versatile sparsifying transforms and unknown noise variances. CoRR (2024)
Tongtong Li, Anne Gelb
A Bayesian framework for spectral reprojection. CoRR (2024)
Zhen Chen, Anne Gelb, Yoonsang Lee
Learning the Dynamics for Unknown Hyperbolic Conservation Laws Using Deep Neural Networks. SIAM J. Sci. Comput. 46 (2) (2024)
Dylan Green, Jonathan Lindbloom, Anne Gelb
Complex-Valued Signal Recovery using the Bayesian LASSO. CoRR (2024)
Yao Xiao, Anne Gelb, Guohui Song
Sequential Edge Detection Using Joint Hierarchical Bayesian Learning. J. Sci. Comput. 96 (3) (2023)
Tongtong Li, Anne Gelb, Yoonsang Lee
Improving numerical accuracy for the viscous-plastic formulation of sea ice. J. Comput. Phys. 487 (2023)
Yao Xiao, Anne Gelb, Guohui Song
Sequential edge detection using joint hierarchical Bayesian learning. CoRR (2023)
Jan Glaubitz, Anne Gelb
Leveraging joint sparsity in hierarchical Bayesian learning. CoRR (2023)
Tongtong Li, Anne Gelb, Yoonsang Lee
A Structurally Informed Data Assimilation Approach for Nonlinear Partial Differential Equations. CoRR (2023)
Jihun Han, Yoonsang Lee, Anne Gelb
Learning In-between Imagery Dynamics via Physical Latent Spaces. CoRR (2023)
Jan Glaubitz, Anne Gelb, Guohui Song
Generalized Sparse Bayesian Learning and Application to Image Reconstruction. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song
Sequential Image Recovery from Noisy and Under-Sampled Fourier Data. J. Sci. Comput. 91 (3) (2022)
Jan Glaubitz, Anne Gelb, Guohui Song
Generalized sparse Bayesian learning and application to image reconstruction. CoRR (2022)
Jiahui Zhang, Anne Gelb, Theresa Scarnati
Empirical Bayesian Inference Using a Support Informed Prior. SIAM/ASA J. Uncertain. Quantification 10 (2) (2022)
Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song
Sequential image recovery from noisy and under-sampled Fourier data. CoRR (2022)
Tongtong Li, Anne Gelb, Yoonsang Lee
Improving numerical accuracy for the viscous-plastic formulation of sea ice. CoRR (2022)
Zhen Chen, Anne Gelb, Yoonsang Lee
Designing Neural Networks for Hyperbolic Conservation Laws. CoRR (2022)
Victor Churchill, Anne Gelb
Sampling-based Spotlight SAR Image Reconstruction from Phase History Data for Speckle Reduction and Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Jan Glaubitz, Anne Gelb
Stabilizing Radial Basis Function Methods for Conservation Laws Using Weakly Enforced Boundary Conditions. J. Sci. Comput. 87 (2) (2021)
Dylan Green, Anne Gelb, Geoffrey P. Luke
Sparsity-Based Recovery of Three-Dimensional Photoacoustic Images from Compressed Single-Shot Optical Detection. J. Imaging 7 (10) (2021)
Jiahui Zhang, Anne Gelb, Theresa Scarnati
Empirical Bayesian Inference using Joint Sparsity. CoRR (2021)
Jan Glaubitz, Anne Gelb
Stabilizing Radial Basis Function Methods for Conservation Laws Using Weakly Enforced Boundary Conditions. CoRR (2021)
Anne Gelb, X. Hou, Qin Li
Minimization. J. Sci. Comput. 81 (3) (2019)
Theresa Scarnati, Anne Gelb
Accelerated Variance Based Joint Sparsity Recovery of Images from Fourier Data. CoRR (2019)
Ben Adcock, Anne Gelb, Guohui Song, Yi Sui
Joint Sparse Recovery Based on Variances. SIAM J. Sci. Comput. 41 (1) (2019)
Alina Chertock, Adi Ditkowski, Anne Gelb, Sigal Gottlieb, Semyon Tsynkov
Preface to the Special Issue in Memory of Professor Saul Abarbanel. J. Sci. Comput. 81 (3) (2019)
John McKay, Anne Gelb, Suren Jayasuriya, Vishal Monga
Thresholded Non-Uniform Fourier Frame-Based Reconstruction for Stripmap SAR. CoRR (2019)
Victor Churchill, Anne Gelb
Detecting Edges from Non-uniform Fourier Data via Sparse Bayesian Learning. J. Sci. Comput. 80 (2) (2019)
Anne Gelb, Theresa Scarnati
Reducing Effects of Bad Data Using Variance Based Joint Sparsity Recovery. J. Sci. Comput. 78 (1) (2019)
Jan Glaubitz, Anne Gelb
Regularization for Enhanced Discontinuous Galerkin Methods. SIAM J. Sci. Comput. 41 (2) (2019)
Theresa Scarnati, Anne Gelb
Joint image formation and two-dimensional autofocusing for synthetic aperture radar data. J. Comput. Phys. 374 (2018)
Theresa Scarnati, Anne Gelb, Rodrigo B. Platte
Regularization to Improve Numerical Partial Differential Equation Solvers. J. Sci. Comput. 75 (1) (2018)
Xinjuan Chen, Jae-Hun Jung, Anne Gelb
Finite Fourier Frame Approximation Using the Inverse Polynomial Reconstruction Method. J. Sci. Comput. 76 (2) (2018)
Anne Gelb, Guohui Song
Detecting Edges from Non-uniform Fourier Data Using Fourier Frames. J. Sci. Comput. 71 (2) (2017)
John McKay, Anne Gelb, Vishal Monga, Raghu G. Raj
Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging. CoRR (2017)
Toby Sanders, Anne Gelb, Rodrigo B. Platte
Composite SAR imaging using sequential joint sparsity. J. Comput. Phys. 338 (2017)
Dennis Denker, Anne Gelb
Edge Detection of Piecewise Smooth Functions from UnderSampled Fourier Data Using Variance Signatures. SIAM J. Sci. Comput. 39 (2) (2017)
Guohui Song, Jacqueline Davis, Anne Gelb
A High-Dimensional Inverse Frame Operator Approximation Technique. SIAM J. Numer. Anal. 54 (4) (2016)
Rick Archibald, Anne Gelb, Rodrigo B. Platte
Image Reconstruction from Undersampled Fourier Data Using the Polynomial Annihilation Transform. J. Sci. Comput. 67 (2) (2016)
Gabriel Wasserman, Rick Archibald, Anne Gelb
Image Reconstruction from Fourier Data Using Sparsity of Edges. J. Sci. Comput. 65 (2) (2015)
Adam Martinez, Anne Gelb, Alexander Gutierrez
Edge Detection from Non-Uniform Fourier Data Using the Convolutional Gridding Algorithm. J. Sci. Comput. 61 (3) (2014)
Anne Gelb, Guohui Song
A Frame Theoretic Approach to the Nonuniform Fast Fourier Transform. SIAM J. Numer. Anal. 52 (3) (2014)
Douglas Cochran, Anne Gelb, Yang Wang
Edge detection from truncated Fourier data using spectral mollifiers. Adv. Comput. Math. 38 (4) (2013)
Alex Petersen, Anne Gelb, Randall Eubank
Hypothesis Testing for Fourier Based Edge Detection Methods. J. Sci. Comput. 51 (3) (2012)
Adityavikram Viswanathan, Anne Gelb, Douglas Cochran
Iterative Design of Concentration Factors for Jump Detection. J. Sci. Comput. 51 (3) (2012)
Wolfgang Stefan, Adityavikram Viswanathan, Anne Gelb, Rosemary A. Renaut
Sparsity Enforcing Edge Detection Method for Blurred and Noisy Fourier data. J. Sci. Comput. 50 (3) (2012)
Anne Gelb, Taylor Hines
Recovering Exponential Accuracy from Non-harmonic Fourier Data Through Spectral Reprojection. J. Sci. Comput. 51 (1) (2012)
Anne Gelb, Rosemary A. Renaut, Svetlana Roudenko, Douglas Cochran
Special Issue on Mathematical Methods in Medical Imaging - Guest Editors' Introduction. J. Sci. Comput. 50 (3) (2012)
Wolfgang Stefan, Rosemary A. Renaut, Anne Gelb
Improved Total Variation-Type Regularization Using Higher Order Edge Detectors. SIAM J. Imaging Sci. 3 (2) (2010)
Adityavikram Viswanathan, Anne Gelb, Douglas Cochran, Rosemary A. Renaut
On Reconstruction from Non-uniform Spectral Data. J. Sci. Comput. 45 (1-3) (2010)
Rodrigo B. Platte, Anne Gelb
A Hybrid Fourier-Chebyshev Method for Partial Differential Equations. J. Sci. Comput. 39 (2) (2009)
Rick Archibald, Anne Gelb, Rishu Saxena, Dongbin Xiu
Discontinuity detection in multivariate space for stochastic simulations. J. Comput. Phys. 228 (7) (2009)
Anne Gelb, Dennis Cates
Detection of Edges in Spectral Data III - Refinement of the Concentration Method. J. Sci. Comput. 36 (1) (2008)
Adityavikram Viswanathan, Douglas Cochran, Anne Gelb, Dennis M. Cates
Detection of signal discontinuities from noisy fourier data. ACSCC (2008)
Dennis Cates, Anne Gelb
Detecting derivative discontinuity locations in piecewise continuous functions from Fourier spectral data. Numer. Algorithms 46 (1) (2007)
Anne Gelb
Reconstruction of Piecewise Smooth Functions from Non-uniform Grid Point Data. J. Sci. Comput. 30 (3) (2007)
Anne Gelb, Eitan Tadmor
Limiter. J. Sci. Comput. 28 (2-3) (2006)
Rick Archibald, Anne Gelb, Sigal Gottlieb, Jennifer K. Ryan
One-sided Post-processing for the Discontinuous Galerkin Method Using ENO Type Stencil Choosing and the Local Edge Detection Method. J. Sci. Comput. 28 (2-3) (2006)
Rick Archibald, Anne Gelb, Jungho Yoon
Polynomial Fitting for Edge Detection in Irregularly Sampled Signals and Images. SIAM J. Numer. Anal. 43 (1) (2005)
Youngsoo Ha, Carl L. Gardner, Anne Gelb, Chi-Wang Shu
Numerical Simulation of High Mach Number Astrophysical Jets with Radiative Cooling. J. Sci. Comput. 24 (1) (2005)
Anne Gelb, Zdzislaw Jackiewicz
Determining Analyticity for Parameter Optimization of the Gegenbauer Reconstruction Method. SIAM J. Sci. Comput. 27 (3) (2005)
Rick Archibald, Jiuxiang Hu, Anne Gelb, Gerald E. Farin
Improving the accuracy of volumetric segmentation using pre-processing boundary detection and image reconstruction. IEEE Trans. Image Process. 13 (4) (2004)
Anne Gelb, James P. Gleeson, Jonathan West, Olivia M. Roche
Modelling Annular Micromixers. SIAM J. Appl. Math. 64 (4) (2004)
Anne Gelb
Parameter Optimization and Reduction of Round Off Error for the Gegenbauer Reconstruction Method. J. Sci. Comput. 20 (3) (2004)
Rick Archibald, Kewei Chen, Anne Gelb, Rosemary A. Renaut
Improving tissue segmentation of human brain MRI through preprocessing by the Gegenbauer reconstruction method. NeuroImage 20 (1) (2003)
Carl L. Gardner, Anne Gelb, Justin Hernandez
A Comparison of Modern Hyperbolic Methods for Semiconductor Device Simulation: NTK Central Scheme Vs. CLAWPACK. VLSI Design 2002 (4) (2002)
Rick Archibald, Anne Gelb
A method to reduce the Gibbs ringing artifact in MRI scans while keeping tissue boundary integrity. IEEE Trans. Medical Imaging 21 (4) (2002)
Anne Gelb, Zdzislaw Jackiewicz, Bruno D. Welfert
Absorbing Boundary Conditions of the Second Order for the Pseudospectral Chebyshev Methods for Wave Propagation. J. Sci. Comput. 17 (1-4) (2002)
Rick Archibald, Anne Gelb
Reducing the effects of noise in MRI reconstruction. ISBI (2002)
Anne Gelb, Rick Archibald
Reducing the Gibbs ringing artifact in MRI scans while maintaining tissue boundary integrity. ISBI (2002)
Rick Archibald, Anne Gelb
Reducing the Effects of Noise in Image Reconstruction. J. Sci. Comput. 17 (1-4) (2002)
Anne Gelb
A Hybrid Approach to Spectral Reconstruction of Piecewise Smooth Functions. J. Sci. Comput. 15 (3) (2000)
Anne Gelb, Eitan Tadmor
Detection of Edges in Spectral Data II. Nonlinear Enhancement. SIAM J. Numer. Anal. 38 (4) (2000)
Anne Gelb
The resolution of the Gibbs phenomenon for spherical harmonics. Math. Comput. 66 (218) (1997)