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researcher

M. Terris

12 papers hereh-index 10550 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • astro-ph.IM3
  • cs.CV1
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedImage reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers

50 citations · 112 across the 11 of their papers we have counts for

collaborators
Showing astro-ph.IMShow all

3 papers · 1 filter

astro-ph.IM2023★ 18 cited

Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data

Amanda G. Wilber, Arwa Dabbech, Matthieu Terris +2

Accompanying Part I, this sequel delineates a validation of the recently proposed AI for Regularisation in radio-interferometric Imaging (AIRI) algorithm on observations from the A…

astro-ph.IM2022★ 6 cited

Deep network series for large-scale high-dynamic range imaging

Amir Aghabiglou, Matthieu Terris, Adrian Jackson +1

We propose a new approach for large-scale high-dynamic range computational imaging. Deep Neural Networks (DNNs) trained end-to-end can solve linear inverse imaging problems almost…

astro-ph.IM2022★ 36 cited

First AI for deep super-resolution wide-field imaging in radio astronomy: unveiling structure in ESO 137--006

Arwa Dabbech, Matthieu Terris, Adrian Jackson +3

We introduce the first AI-based framework for deep, super-resolution, wide-field radio-interferometric imaging, and demonstrate it on observations of the ESO~137-006 radio galaxy.…

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