Instrumentation and Methods for Astrophysics · Physics
Simultaneous exoplanet detection and instrument aberration retrieval in multispectral coronagraphic imaging
Marie Ygouf, Laurent M. Mugnier, David Mouillet, Thierry Fusco +1
2015-06-15
Earth and Planetary Astrophysics · Physics
Exoplanet Detection via Differentiable Rendering
Brandon Y. Feng, Rodrigo Ferrer-Chávez, Aviad Levis, Jason J. Wang +2
2025-01-06
Instrumentation and Methods for Astrophysics · Physics
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
Théo Bodrito, Olivier Flasseur, Julien Mairal, Jean Ponce +2
2025-03-24
Instrumentation and Methods for Astrophysics · Physics
Physically constrained causal noise models for high-contrast imaging of exoplanets
Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf
2020-12-10
Instrumentation and Methods for Astrophysics · Physics
Simulating medium-spectral-resolution exoplanet characterization with SCALES angular/reference differential imaging
Aditi Desai, Stephanie E. Sallum, Ravinder Banyal, Natalie Batalha +29
2023-10-20
Instrumentation and Methods for Astrophysics · Physics
Status of the MEDUSAE post-processing method to detect circumstellar objects in high-contrast multispectral images
Faustine Cantalloube, Marie Ygouf, Laurent Mugnier, David Mouillet +2
2018-12-12
Instrumentation and Methods for Astrophysics · Physics
Simulation of planet detection with the SPHERE IFS
D. Mesa, R. Gratton, A. Berton, J. Antichi +12
2018-12-05
Earth and Planetary Astrophysics · Physics
Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks
Emily O. Garvin, Markus J. Bonse, Jean Hayoz, Gabriele Cugno +7
2024-09-11
Instrumentation and Methods for Astrophysics · Physics
Developing post-coronagraphic, high-resolution spectroscopy for terrestrial planet characterization on ELTs
N. Jovanovic, O. Guyon, T. Kotani, H. Kawahara +11
2017-12-25
Instrumentation and Methods for Astrophysics · Physics
Combining multi-spectral data with statistical and deep-learning models for improved exoplanet detection in direct imaging at high contrast
Olivier Flasseur, Théo Bodrito, Julien Mairal, Jean Ponce +2
2023-06-22
Instrumentation and Methods for Astrophysics · Physics
Spectral unmixing for exoplanet direct detection in hyperspectral data
Julien Rameau, Jocelyn Chanussot, Alexis Carlotti, Mickael Bonnefoy +1
2021-06-09
Instrumentation and Methods for Astrophysics · Physics
MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations
Théo Bodrito, Olivier Flasseur, Julien Mairal, Jean Ponce +2
2024-09-27
Instrumentation and Methods for Astrophysics · Physics
Wavelet based speckle suppression for exoplanet imaging - Application of a de-noising technique in the time domain
Markus J. Bonse, Sascha P. Quanz, Adam Amara
2018-04-17
Instrumentation and Methods for Astrophysics · Physics
Speckle correction in polychromatic light with the self-coherent camera for the direct detection of exoplanets
Johan Mazoyer, Raphaël Galicher, Pierre Baudoz, Gérard Rousset
2017-10-11
Instrumentation and Methods for Astrophysics · Physics
End-to-end Simulation of the SCALES Integral Field Spectrograph
Zackery Briesemeister, Steph Sallum, Andrew Skemer, R. Deno Stelter +2
2021-10-29
Earth and Planetary Astrophysics · Physics
Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra
Rakesh Nath-Ranga, Olivier Absil, Valentin Christiaens, Emily O. Garvin
2024-09-11
Earth and Planetary Astrophysics · Physics
TRAP: A temporal systematics model for improved direct detection of exoplanets at small angular separations
M. Samland, J. Bouwman, D. W. Hogg, W. Brandner +2
2021-03-16