Automotive radar sensors provide valuable information for advanced drivi...
Audio inpainting, i.e., the task of restoring missing or occluded audio
...
This paper considers the phase retrieval (PR) problem, which aims to
rec...
This paper proposes a new way of regularizing an inverse problem in imag...
Phase retrieval aims to recover a signal from magnitude or power spectra...
Time-frequency audio source separation is usually achieved by estimating...
Phase retrieval (PR) aims to recover a signal from the magnitudes of a s...
We introduce a new non-negative matrix factorization (NMF) method for or...
This paper discusses the reconstruction of partially sampled spectrum-im...
Hyperspectral imaging has become a significant source of valuable data f...
Count data are often used in recommender systems: they are widespread (s...
Factor analysis has proven to be a relevant tool for extracting tissue
t...
Archetypal scenarios for change detection generally consider two images
...
Electron microscopy has shown to be a very powerful tool to map the chem...
We introduce negative binomial matrix factorization (NBMF), a matrix
fac...
To analyze dynamic positron emission tomography (PET) images, various ge...