Search Results for author: Martin Kilbinger

Found 5 papers, 3 papers with code

Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies

no code implementations12 Jun 2023 Tobias Liaudat, Jean-Luc Starck, Martin Kilbinger

Second, we provide an overview of the different physical contributors of the PSF, including the optic- and detector-level contributors and the atmosphere.

Rethinking data-driven point spread function modeling with a differentiable optical model

2 code implementations9 Mar 2022 Tobias Liaudat, Jean-Luc Starck, Martin Kilbinger, Pierre-Antoine Frugier

We change the data-driven modeling space from the pixels to the wavefront by adding a differentiable optical forward model into the modeling framework.

Astronomy Super-Resolution

Rethinking the modeling of the instrumental response of telescopes with a differentiable optical model

2 code implementations24 Nov 2021 Tobias Liaudat, Jean-Luc Starck, Martin Kilbinger, Pierre-Antoine Frugier

By adding a differentiable optical forward model into the modeling framework, we change the data-driven modeling space from the pixels to the wavefront.

Super-Resolution

Shear measurement bias II: a fast machine learning calibration method

1 code implementation12 Jun 2020 Arnau Pujol, Jerome Bobin, Florent Sureau, Axel Guinot, Martin Kilbinger

The method estimates the individual shear responses of the objects from the combination of several measured properties on the images using supervised learning.

Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

A highly precise shear bias estimator independent of the measured shape noise

no code implementations27 Jun 2018 Arnau Pujol, Martin Kilbinger, Florent Sureau, Jerome Bobin

This shear response is the multiplicative shear bias for each image.

Cosmology and Nongalactic Astrophysics

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