Wideband super-resolution imaging in radio interferometry via low rankness and joint average sparsity models (HyperSARA)

A Abdulaziz, A Dabbech, Y Wiaux - Monthly Notices of the Royal …, 2019 - academic.oup.com
We propose a new approach within the versatile framework of convex optimization to solve
the radio-interferometric wideband imaging problem. Our approach, dubbed HyperSARA …

Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): I. Algorithm and simulations

PA Thouvenin, A Abdulaziz, A Dabbech… - Monthly Notices of …, 2023 - academic.oup.com
Upcoming radio interferometers are aiming to image the sky at new levels of resolution and
sensitivity, with wide-band image cubes reaching close to the petabyte scale for SKA …

A low-rank and joint-sparsity model for hyper-spectral radio-interferometric imaging

A Abdulaziz, A Dabbech, A Onose… - 2016 24th European …, 2016 - ieeexplore.ieee.org
With the advent of the next-generation radio-interferometric telescopes, like the Square
Kilometre Array, novel signal processing methods are needed to provide the expected …

A parallel and automatically tuned algorithm for multispectral image deconvolution

R Ammanouil, A Ferrari, D Mary… - Monthly Notices of the …, 2019 - academic.oup.com
In the era of big data, radio astronomical image reconstruction algorithms are challenged to
estimate clean images given limited computing resources and time. This article is driven by …

Distributed multi-frequency image reconstruction for radio-interferometry

J Deguignet, A Ferrari, D Mary… - 2016 24th European …, 2016 - ieeexplore.ieee.org
The advent of enhanced technologies in radio interferometry and the perspective of the SKA
telescope bring new challenges in image reconstruction. One of these challenges is the …

Contributions aux méthodes de calibration et d'imagerie pour les radio-interféromètres en présence d'interférences

Y Mhiri - 2023 - theses.hal.science
Les radiotélescopes interféromètres permettent de reconstruire des images des émissions
radio provenant de sources célestes. Ces images sont d'un grand intérêt pour les …

Multi-frequency image reconstruction for radio interferometry. A regularized inverse problem approach

A Ferrari, J Deguignet, C Ferrari, D Mary… - arXiv preprint arXiv …, 2015 - arxiv.org
We describe a" spatio-spectral" deconvolution algorithm for wide-band imaging in radio
interferometry. In contrast with the existing multi-frequency reconstruction algorithms, the …

[PDF][PDF] Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): when precision meets scalability

PA Thouvenin, A Abdulaziz, A Dabbech, A Repetti… - 2020 - researchgate.net
Upcoming radio interferometers are aiming to image the sky at new levels of resolution and
sensitivity, with wide-band image cubes reaching close to the Petabyte scale for SKA …

[PDF][PDF] A Low-Rank and Joint-Sparsity Model for Wide-Band Radio-Interferometric Imaging

A Abdulaziz - researchgate.net
The future radio-interferometric telescopes like the Square Kilometre Array will have
unprecedented resolution, sensitivity and bandwidth. To take advantage of these powerful …

[PDF][PDF] ALGORITHMIC ASPECTS FOR THE RECONSTRUCTION OF SPATIO-SPECTRAL DATA CUBES IN THE PERSPECTIVE OF THE SKA

C Reylé, J Richard, L Cambrésy, M Deleuil, E Pécontal… - sf2a.eu
With millions of receivers leading to TerraByte data cubes, the story of the giant SKA
telescope is also that of collaborative efforts from radioastronomy, signal processing …