Photoacoustic computed tomography (PACT), also known as optoacoustic tomography, is
an emerging imaging technique that holds great promise for biomedical imaging. PACT is a …

This paper surveys variational approaches for image reconstruction in dynamic inverse
problems. Emphasis is on variational methods that rely on parametrized temporal models …

Electron tomography (ET) has become a well-established technique to visualize
nanomaterials in three dimensions. A vast richness in information can be gained by ET, but …

This paper proposes a new methodology for performing Bayesian inference in imaging
inverse problems where the prior knowledge is available in the form of training data …

We present a highly efficient proximal Markov chain Monte Carlo methodology to perform
Bayesian computation in imaging problems. Similarly to previous proximal Monte Carlo …

The paper considers the problem of performing a post-processing task defined on a model
parameter that is only observed indirectly through noisy data in an ill-posed inverse …

Acoustic resolution photoacoustic microscopy (AR-PAM) is a promising medical imaging
modality that can be employed for deep bio-tissue imaging. However, its relatively low …

Sparse-sampling photoacoustic computed tomography (SS-PACT) is an effective high-
speed and low-cost modality in photoacoustic imaging. For recovering high-quality images …

Since it was first demonstrated more than a decade ago, the single-pixel camera concept
has been used in numerous applications in which it is necessary or advantageous to reduce …

We address the problem of reconstructing high quality images from undersampled MRI data.
This is a challenging task due to the highly ill-posed nature of the problem. In particular, in …