activity
20162024
most citedTomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks

151 citations · 299 across the 16 of their papers we have counts for

collaborators

17 papers

cs.DC2024

Distributed Tomographic Reconstruction with Quantization

Runxuan Miao, Selin Aslan, Erdem Koyuncu +1

Conventional tomographic reconstruction typically depends on centralized servers for both data storage and computation, leading to concerns about memory limitations and data privac…

physics.optics2024★ 2 cited

Single-distance nano-holotomography with coded apertures

Viktor Nikitin, Marcus Carlsson, Rajmund Mokso +2

High-resolution phase-contrast 3D imaging using nano-holotomography typically requires collecting multiple tomograms at varying sample-to-detector distances, usually 3 to 4. This m…

eess.IV2024★ 2 cited

X-ray nano-holotomography reconstruction with simultaneous probe retrieval

Viktor Nikitin, Marcus Carlsson, Doga Gursoy +2

In conventional tomographic reconstruction, the pre-processing step includes flat-field correction, where each sample projection on the detector is divided by a reference image tak…

physics.comp-ph2024★ 1 cited

3D Imaging of Magnetic Domains in Nd2Fe14B using Scanning Hard X-Ray Nanotomography

Srutarshi Banerjee, Doga Gursoy, Junjing Deng +5

Nanoscale structural and electronic heterogeneities are prevalent in condensed matter physics. Investigating these heterogeneities in three dimensions (3D) has become an important…

cond-mat.mtrl-sci2023★ 2 cited

Dose and compositional dependence of irradiation-induced property change in FeCr

Kay Song, Dina Sheyfer, Kenichiro Mizohata +8

Ferritic/martensitic steels will be used as structural components in next generation nuclear reactors. Their successful operation relies on an understanding of irradiation-induced…

cs.CV2022★ 3 cited

Compressive Ptychography using Deep Image and Generative Priors

Semih Barutcu, Doğa Gürsoy, Aggelos K. Katsaggelos

Ptychography is a well-established coherent diffraction imaging technique that enables non-invasive imaging of samples at a nanometer scale. It has been extensively used in various…

cond-mat.mtrl-sci2022★ 11 cited

Depth-resolved Laue microdiffraction with coded-apertures

Doga Gursoy, Dina Sheyfer, Michael Wojcik +2

We introduce a rapid data acquisition and reconstruction method to image the crystalline structure of materials and associated strain and orientations at micrometer resolution usin…

eess.IV2021

CodEx: A Modular Framework for Joint Temporal De-blurring and Tomographic Reconstruction

Soumendu Majee, Selin Aslan, Doga Gursoy +1

In many computed tomography (CT) imaging applications, it is important to rapidly collect data from an object that is moving or changing with time. Tomographic acquisition is gener…

cs.DC2021★ 26 cited

Scalable and accurate multi-GPU based image reconstruction of large-scale ptychography data

Xiaodong Yu, Viktor Nikitin, Daniel J. Ching +3

While the advances in synchrotron light sources, together with the development of focusing optics and detectors, allow nanoscale ptychographic imaging of materials and biological s…

math.NA2021★ 1 cited

Improving reproducibility in synchrotron tomography using implementation-adapted filters

Poulami Somanya Ganguly, Daniël M. Pelt, Doga Gürsoy +2

For reconstructing large tomographic datasets fast, filtered backprojection-type or Fourier-based algorithms are still the method of choice, as they have been for decades. These ro…

cs.CE2020★ 22 cited

Distributed optimization for nonrigid nano-tomography

Viktor Nikitin, Vincent De Andrade, Azat Slyamov +6

Resolution level and reconstruction quality in nano-computed tomography (nano-CT) are in part limited by the stability of microscopes, because the magnitude of mechanical vibration…

eess.IV2019★ 14 cited

Near, far, wherever you are: simulations on the dose efficiency of holographic and ptychographic coherent imaging

Ming Du, Doga Gursoy, Chris Jacobsen

Different studies in x-ray microscopy have arrived at conflicting conclusions about the dose efficiency of imaging modes involving the recording of intensity distributions in the n…

eess.IV2019★ 41 cited

Three dimensions, two microscopes, one code: automatic differentiation for x-ray nanotomography beyond the depth of focus limit

Ming Du, Youssef S. G. Nashed, Saugat Kandel +2

Conventional tomographic reconstruction algorithms assume that one has obtained pure projection images, involving no within-specimen diffraction effects nor multiple scattering. Ad…

cs.CV2019★ 151 cited

TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks

Zhengchun Liu, Tekin Bicer, Rajkumar Kettimuthu +3

Synchrotron-based x-ray tomography is a noninvasive imaging technique that allows for reconstructing the internal structure of materials at high spatial resolutions from tens of mi…

eess.IV2018★ 23 cited

X-ray tomography of extended objects: a comparison of data acquisition approaches

Ming Du, Rafael Vescovi, Kamel Fezzaa +2

The penetration power of x-rays allows one to image large objects. For example, centimeter-sized specimens can be imaged with micron-level resolution using synchrotron sources. In…

q-bio.QM2016

Quantifying mesoscale neuroanatomy using X-ray microtomography

Eva L. Dyer, William Gray Roncal, Hugo L. Fernandes +9

Methods for resolving the 3D microstructure of the brain typically start by thinly slicing and staining the brain, and then imaging each individual section with visible light photo…

q-bio.QM2016

From sample to knowledge: Towards an integrated approach for neuroscience discovery

William Gray Roncal, Eva L Dyer, Doga Gürsoy +2

Imaging methods used in modern neuroscience experiments are quickly producing large amounts of data capable of providing increasing amounts of knowledge about neuroanatomy and func…