The main focus of this work is the reconstruction of the signals f and gi, i=1,…,N, from the knowledge of their sums hi=f+gi, under the assumption that f and the gi's can be sparsely represented with respect to two different dictionaries Af and Ag. This generalizes the well-known "morphological component analysis" to a multi-measurement...
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2017 (v1)PublicationUploaded on: April 14, 2023
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2017 (v1)Publication
This paper provides a mathematical analysis of ultrafast ultrasound imaging. This newly emerging modality for biomedical imaging uses plane waves instead of focused waves in order to achieve very high frame rates. We derive the point spread function of the system in the Born approximation for wave propagation and study its properties. We...
Uploaded on: April 14, 2023 -
2019 (v1)Publication
We consider the dynamical superresolution problem consisting in the recovery of positions and velocities of moving particles from low-frequency static measurements taken over multiple time steps. The standard approach to this issue is a two-step process: first, at each time step some static reconstruction method is applied to locate the...
Uploaded on: April 14, 2023 -
2016 (v1)Publication
This paper provides an analysis of the linearized inverse problem in multifrequency electrical impedance tomography. We consider an isotropic conductivity distribution with a finite number of unknown inclusions with different frequency dependence, as is often seen in biological tissues. We discuss reconstruction methods for both fully known and...
Uploaded on: April 14, 2023 -
2016 (v1)Publication
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Uploaded on: April 14, 2023