Other-communications

Object detection, characterization and reconstruction from faint signals in images: applications in astronomy and microscopy

Astronomy is a field of study in which optical advances have driven the design of new generations of instruments always more efficient and dedicated to specific tasks. In particular, the detection of exoplanets and their characterization by direct …

PDS 70: update on post-processing developments

ExPACO: détection de motifs spatialement étendus dans des images présentant un bruit non stationnaire corrélé

Dans différents domaines de l'imagerie, il est nécessaire de détecter un signal faible correspondant à un motif connu superposé à un fond fort et spatialement corrélé. Cette problématique est rencontrée par exemple en astronomie lors de la détection …

Exoplanet detection in direct imaging by statistical learning of the non-stationary patch covariances

We have recently introduced a new method dedicated to source detection from angular differential imaging (ADI) data: PACO (for PAtch COvariances). Data reduction in ADI is challenging because the faint point sources are hidden in a stronger …

Exoplanet detection in direct imaging by statistical learning of the non-stationary patch covariances – The PACO-based algorithms

We have recently introduced a new method dedicated to source detection from angular differential imaging (ADI) data: PACO (for PAtch COvariances). Data reduction in ADI is challenging because the faint point sources are hidden in a stronger …

Detection and characterization of faint signals in images : application in astronomy and microscopy

An unsupervised patch-based approach for exoplanet detection by direct imaging. The PACO algorithm

Exoplanet detection in angular and spectral differential imaging by a local learning of background correlations

Detection of exoplanets by direct imaging is a very active research topic in astronomy for the characterization of young and massive objects. The very high contrast between the host star and its companions makes the detection particularly …

Joint reconstruction in in-line holography combining parametric and non-parametric inverse approaches: application to fluid mechanics

In-line digital holography is a simple and powerful tool to image absorbing and/or phase objects in numerous fields such as crystallography, biology or fluid mechanics. Nevertheless, this kind of interference imaging technique leads to a loss of the …

Méthodologie problèmes inverses pour la reconstruction d’hologrammes en ligne d’objets de phase et/ou absorbants

Nous proposons dans cet article d'aborder la méthodologie d'élaboration d'une approche *problèmes inverses* pour la reconstruction d'objets de phase et/ou absorbants à partir d'hologrammes acquis en ligne. Après une introduction au contexte de cette …