Search Results - "Dabbech, A"
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Scalable precision wide-field imaging in radio interferometry: I. uSARA validated on ASKAP data
Published in Monthly notices of the Royal Astronomical Society (11-05-2023)“…ABSTRACT As Part I of a paper series showcasing a new imaging framework, we consider the recently proposed unconstrained Sparsity Averaging Reweighted Analysis…”
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Journal Article -
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Cygnus A super-resolved via convex optimization from VLA data
Published in Monthly notices of the Royal Astronomical Society (21-05-2018)“…Abstract We leverage the Sparsity Averaging Re-weighted Analysis approach for interferometric imaging, that is based on convex optimization, for the…”
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Journal Article -
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Scalable precision wide-field imaging in radio interferometry – II. AIRI validated on ASKAP data
Published in Monthly notices of the Royal Astronomical Society (11-05-2023)“…ABSTRACT Accompanying Part I, this sequel delineates a validation of the recently proposed AI for Regularization in radio-interferometric Imaging (AIRI)…”
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Cygnus A jointly calibrated and imaged via non-convex optimization from VLA data
Published in Monthly notices of the Royal Astronomical Society (01-10-2021)“…ABSTRACT Radio interferometric (RI) data are noisy undersampled spatial Fourier components of the unknown radio sky affected by direction-dependent antenna…”
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Journal Article -
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First AI for Deep Super-resolution Wide-field Imaging in Radio Astronomy: Unveiling Structure in ESO 137-006
Published in Astrophysical journal. Letters (01-11-2022)“…Abstract We introduce the first AI-based framework for deep, super-resolution, wide-field radio interferometric imaging and demonstrate it on observations of…”
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Journal Article -
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The w-effect in interferometric imaging: from a fast sparse measurement operator to superresolution
Published in Monthly notices of the Royal Astronomical Society (11-11-2017)“…Abstract Modern radio telescopes, such as the Square Kilometre Array, will probe the radio sky over large fields of view, which results in large w-modulations…”
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Journal Article -
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Astronomical image deconvolution using sparse priors: An analysis-by-synthesis approach
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-03-2012)“…This paper deals with the deconvolution of faint diffuse astronomical sources buried in the PSF sidelobes of surrounding bright compact sources, and in the…”
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Conference Proceeding -
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NenUFAR: Instrument description and science case
Published in 2015 International Conference on Antenna Theory and Techniques (ICATT) (01-04-2015)“…NenuFAR is both a giant extension of the LOFAR and a large standalone instrument in the low-frequency range (10-85 MHz). It was designed in Nançay with…”
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Conference Proceeding