Empirical Inference

Half-Sibling Regression for High-Contrast Imaging


Methods for applying a post-processing scheme based on Half-Sibling Regression (HSR) to High-Contrast Imaging (HCI) data

Gebhard, T. D., Bonse, M. J., Quanz, S. P., & Schölkopf, B. (2022). Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework. Astronomy & Astrophysics, 666, A9. Also available on arXiv:2204.03439.

Author(s): Timothy Gebhard, Markus Bonse
Department(s): Empirical Inference
Research Projects(s): Astronomy
Authors: Timothy Gebhard, Markus Bonse
License: The 3-Clause BSD License (BSD-3-Clause)
Copyright: Max Planck Society
Repository: https://github.com/timothygebhard/hsr4hci
Documentation: https://hsr4hci.readthedocs.io