Michael T. McCann

Madeline Mitchell

SIAM J. Imaging Sci., March, 2024

Plug-and-Play Priors as a Score-Based Method.

[BibT_eX]

[DOI]

Chicago Y. Park

Yuyang Hu

Brendt Wohlberg

Ulugbek S. Kamilov

CoRR, 2024

Random Walks with Tweedie: A Unified Framework for Diffusion Models.

[BibT_eX]

[DOI]

Chicago Y. Park

Brendt Wohlberg

Ulugbek S. Kamilov

CoRR, 2024

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2024

Supervised Reconstruction for Silhouette Tomography.

[BibT_eX]

[DOI]

Evan Bell

Marc Louis Klasky

CoRR, 2024

2023

Material Identification From Radiographs Without Energy Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2023

PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction.

[BibT_eX]

[DOI]

Weijie Gan

Qiuchen Zhai

Michael Thompson McCann

Ulugbek S. Kamilov

Brendt Wohlberg

CoRR, 2023

Diffusion Posterior Sampling for General Noisy Inverse Problems.

[BibT_eX]

[DOI]

Hyungjin Chung

Jeongsol Kim

Michael Thompson McCann

Marc Louis Klasky

Jong Chul Ye

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Score-Based Diffusion Models for Bayesian Image Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Solving 3D Inverse Problems Using Pre-Trained 2D Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Scientific Computational Imaging Code (SCICO).

[BibT_eX]

[DOI]

Thilo Balke

Fernando Davis

J. Open Source Softw., October, 2022

Bilevel Learning of ℓ1 Regularizers with Closed-Form Gradients (BLORC).

[BibT_eX]

[DOI]

Avrajit Ghosh

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Unified Supervised-Unsupervised (SUPER) Learning for X-Ray CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features.

[BibT_eX]

[DOI]

Maliha Hossain

Balasubramanya T. Nadiga

CoRR, 2021

Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond.

[BibT_eX]

[DOI]

Zhishen Huang

Siqi Ye

CoRR, 2021

2020

Code for "Fast Rotational Sparse Coding".

[BibT_eX]

[DOI]

Dataset, September, 2020

Supervised Learning of Sparsity-Promoting Regularizers for Denoising.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks.

[BibT_eX]

[DOI]

Found. Trends Signal Process., 2019

2018

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Pocket Guide to Solve Inverse Problems with GlobalBioIm.

[BibT_eX]

[DOI]

CoRR, 2018

Fast Rotational Sparse Coding.

[BibT_eX]

[DOI]

Adrien Depeursinge

CoRR, 2018

Region of interest X-ray computed tomography via corrected back projection.

[BibT_eX]

[DOI]

Laura Vilaclara

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

High-Quality Parallel-Ray X-Ray CT Back Projection Using Optimized Interpolation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Deep Convolutional Neural Network for Inverse Problems in Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Convolutional Neural Networks for Inverse Problems in Imaging: A Review.

[BibT_eX]

[DOI]

Kyong Hwan Jin

IEEE Signal Process. Mag., 2017

A Review of Convolutional Neural Networks for Inverse Problems in Imaging.

[BibT_eX]

[DOI]

Kyong Hwan Jin

CoRR, 2017

CNN-Based Projected Gradient Descent for Consistent Image Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel.

[BibT_eX]

[DOI]

Matthew C. Fickus

Jelena Kovacevic

CoRR, 2016

2015

Automated Histology Analysis: Opportunities for signal processing.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2015

2014

Images as Occlusions of Textures: A Framework for Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Algorithm and benchmark dataset for stain separation in histology images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology.

[BibT_eX]

[DOI]