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Sidharth Gupta

4 accepted papers

2023

Joint Cryo-ET Alignment and Reconstruction with Neural Deformation Fields

ICASSP 2023accepted

We propose a framework to jointly determine the deformation parameters and reconstruct the unknown volume in electron cryotomography (CryoET). CryoET aims to reconstruct three-dimensional biological samples from two-dimensional projections. A major challenge is that we can only acquire projections f…

Cited by 0SourceScholar
2020

Fast Optical System Identification by Numerical Interferometry

ICASSP 2020accepted

We propose a numerical interferometry method for identification of optical multiply-scattering systems when only intensity can be measured. Our method simplifies the calibration of optical transmission matrices from a quadratic to a linear inverse problem by first recovering the phase of the measure…

Cited by 0SourceScholar
2019

Don't take it lightly: Phasing optical random projections with unknown operators

NeurIPS 2019poster

In this paper we tackle the problem of recovering the phase of complex linear measurements when only magnitude information is available and we control the input. We are motivated by the recent development of dedicated optics-based hardware for rapid random projections which leverages the propagation…

2019

Solving Complex Quadratic Equations with Full-rank Random Gaussian Matrices

ICASSP 2019accepted

We tackle the problem of recovering a complex signal x ∈ ℂ <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n</sup> from quadratic measurements of the form y = x <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlin…

Cited by 0SourceScholar