Michael T. McCann
Michigan State University
H-index: 16
North America-United States
Top articles of Michael T. McCann
Learning Sparsity-Promoting Regularizers using Bilevel Optimization
SIAM Journal on Imaging Sciences
2024/3/31
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction
IEEE Open Journal of Signal Processing
2024/3/8
Supervised Reconstruction for Silhouette Tomography
arXiv preprint arXiv:2402.07298
2024/2/11
Robust and Simple ADMM Penalty Parameter Selection
IEEE Open Journal of Signal Processing
2024/1/10
Interrogating the Effects of Rate and Orientation on the Dynamic Failure Response of α-Quartz under Uniaxial Stress Compression
2023/6/5
In-Situ Mesoscale Characterization of Dynamic Crack Initiation and Propagation Using X-Ray Phase Contrast Imaging
2023/6/5
Material Identification From Radiographs Without Energy Resolution
IEEE Transactions on Computational Imaging
2023/3/23
Solving 3d inverse problems using pre-trained 2d diffusion models
2023
Isotopic gamma lines for identification of shielding materials
arXiv preprint arXiv:2311.15148
2023/11/26
Score-based diffusion models for Bayesian image reconstruction
2023/10/8
Comparison of Supervised and Un-Supervised Machine Learning Algorithms for Threat Detection and Scintillator Performance for Radiation Portal Monitoring
2023/10/3
An End-to-End Learning Approach for Subpixel Feature Extraction
2023/8/14
Scientific computational imaging code (SCICO)
Journal of Open Source Software
2022/10/28
Comparing one-step and two-step scatter correction and density reconstruction in x-ray CT
2022/10/17
Diffusion posterior sampling for general noisy inverse problems
arXiv preprint arXiv:2209.14687
2022/9/29
Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC)
2022/5/23
High-precision inversion of dynamic radiography using hydrodynamic features
Optics Express
2022/4/25
High Fidelity Tomographic Density Reconstructions
2022/4/7
Learning from Hydrodynamics Simulations with Mass Constraints for Density Reconstruction in Dynamic Tomography
2022/1/25
High Fidelity Tomographic Density Reconstructions [Slides]
2021/10/1
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