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20052021
most citedUsing Automatic Differentiation as a General Framework for Ptychographic Reconstruction

85 citations · 199 across the 4 of their papers we have counts for

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6 papers · 1 filter

eess.IV2021

A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrieval

Saugat Kandel, S. Maddali, Youssef S G Nashed +3

The phase retrieval problem, where one aims to recover a complex-valued image from far-field intensity measurements, is a classic problem encountered in a range of imaging applicat…

eess.IV202044 cited

Adorym: A multi-platform generic x-ray image reconstruction framework based on automatic differentiation

Ming Du, Saugat Kandel, Junjing Deng +7

We describe and demonstrate an optimization-based x-ray image reconstruction framework called Adorym. Our framework provides a generic forward model, allowing one code framework to…

eess.IV2019

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

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…

eess.IV201985 cited

Using Automatic Differentiation as a General Framework for Ptychographic Reconstruction

Saugat Kandel, S. Maddali, Marc Allain +3

Coherent diffraction imaging methods enable imaging beyond lens-imposed resolution limits. In these methods, the object can be recovered by minimizing an error metric that quantifi…

eess.IV2018

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…