activity
20192025
most citedDiffusion Posterior Sampling for General Noisy Inverse Problems

158 citations · 366 across the 16 of their papers we have counts for

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Showing 2023Show all

5 papers · 1 filter

physics.app-ph2023★ 1 cited

Isotopic gamma lines for identification of shielding materials

Oleg Korobkin, Marc L. Klasky, Ajeeta Khatiwada +1

Identifying the constituting materials of concealed objects is crucial in a wide range of sectors, such as medical imaging, geophysics, nonproliferation, national security investig…

eess.IV2023★ 3 cited

Score-based Diffusion Models for Bayesian Image Reconstruction

Michael T. McCann, Hyungjin Chung, Jong Chul Ye +1

This paper explores the use of score-based diffusion models for Bayesian image reconstruction. Diffusion models are an efficient tool for generative modeling. Diffusion models can…

eess.IV2023

RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging

Berk Iskender, Marc L. Klasky, Yoram Bresler

Dynamic imaging addresses the recovery of a time-varying 2D or 3D object at each time instant using its undersampled measurements. In particular, in the case of dynamic tomography,…

eess.IV2023★ 7 cited

Material Identification From Radiographs Without Energy Resolution

Michael T. McCann, Elena Guardincerri, Samuel M. Gonzales +3

We propose a method for performing material identification from radiographs without energy-resolved measurements. Material identification has a wide variety of applications, includ…

physics.data-an2023★ 18 cited

Machine Learning technique for isotopic determination of radioisotopes using HPGe -ray spectra

Ajeeta Khatiwada, Marc Klasky, Marcie Lombardi +2

-ray spectroscopy is a quantitative, non-destructive technique that may be utilized for the identification and quantitative isotopic estimation of radionuclides. Traditio…