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researcher

Kevin Michalewicz

Imperial College London

8 papers hereh-index 452 citations9 works total

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

author position
  • first author5
  • middle author1
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • q-bio.QM4
  • astro-ph.IM3
  • stat.ML1
affiliations
  • Imperial College London
Homepage

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedImage deconvolution and PSF reconstruction with STARRED: a wavelet-based two-channel method optimized for light-curve extraction

21 citations · 59 across the 7 of their papers we have counts for

collaborators
Showing astro-ph.IMShow all

3 papers · 1 filter

astro-ph.IM2024★ 21 cited

Image deconvolution and PSF reconstruction with STARRED: a wavelet-based two-channel method optimized for light-curve extraction

Martin Millon, Kevin Michalewicz, Frédéric Dux +2

We present STARRED, a Point Spread Function (PSF) reconstruction, two-channel deconvolution, and light curve extraction method designed for high-precision photometric measurements…

astro-ph.IM2023★ 17 cited

STARRED: a two-channel deconvolution method with Starlet regularization

Kevin Michalewicz, Martin Millon, Frédéric Dux +1

The spatial resolution of astronomical images is limited by atmospheric turbulence and diffraction in the telescope optics, resulting in blurred images. This makes it difficult to…

astro-ph.IM2022★ 19 cited

Deep Learning-based galaxy image deconvolution

Utsav Akhaury, Jean-Luc Starck, Pascale Jablonka +2

With the onset of large-scale astronomical surveys capturing millions of images, there is an increasing need to develop fast and accurate deconvolution algorithms that generalize w…

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