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Publications of Carles Cantero
Articles in journal or book chapters
  1. Carles Cantero, Olivier Absil, Carl-Henrik Dahlqvist, and Marc Van Droogenbroeck. NA-SODINN: A deep learning algorithm for exoplanet image detection based on residual noise regimes. Astronomy & Astrophysics, 680:1-24, December 2023. Keyword(s): Exoplanet, Detection, High-contrast imaging, Noise, Noise regime, Gaussian, Laplacian, NA-SODINN. [bibtex-entry]


  2. Faustine Cantalloube, Carlos Gomez-Gonzalez, Olivier Absil, Carles Cantero, Regis Bacher, Markus Bonse, Michael Bottom, Carl-Henrik Dahlqvist, Célia Desgrange, Olivier Flasseur, Thomas Fuhrmann, Thomas H. Henning, Rebecca Jensen-Clem, Matthew Kenworthy, Dimitri Mawet, Dino Mesa, Tiffany Meshkat, David Mouillet, André Müller, Evert Nasedkin, Benoit Pairet, Sébastien Piérard, Jean-Baptiste Ruffio, Matthias Samland, Jordan Stone, and Marc Van Droogenbroeck. Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection. ArXiv, abs/2101.05080, January 2021. Keyword(s): Exoplanet, Benchmarking, Challenge. [bibtex-entry]


Conference articles
  1. Olivier Absil, Carles Cantero, and Marc Van Droogenbroeck. Machine learning for direct exoplanet imaging. In Biomedical and Astronomical Signal Processing (BASP) Frontiers, Villars-sur-Ollon, Switzerland, February 2023. Keyword(s): Exoplanet, Machine learning. [bibtex-entry]


  2. Faustine Cantalloube, Valentin Christiaens, Carles Cantero, Evert Nasedkin, Anthony Cioppa, Olivier Absil, Markus J. Bonse, Philippe Delorme, Carlos A. Gomez-Gonzalez, Sandrine Juillard, Johan Mazoyer, Matthias Samland, Jean-Baptiste Ruffio, and Marc Van Droogenbroeck. Exoplanet imaging data challenge, phase II: characterization of exoplanet signals in high-contract images. In Dirk Schmidt, Laura Schreiber, and Elise Vernet, editors, Adaptive Optics Systems VIII, volume 12185, pages 8-24, August 2022. SPIE. Keyword(s): Exoplanet, Benchmarking, EIDC, Challenge. [bibtex-entry]


  3. Faustine Cantalloube, Carlos Gomez-Gonzalez, Olivier Absil, Carles Cantero, Regis Bacher, Markus Bonse, Michael Bottom, Carl-Henrik Dahlqvist, Célia Desgrange, Olivier Flasseur, Thomas Fuhrmann, Thomas H. Henning, Rebecca Jensen-Clem, Matthew Kenworthy, Dimitri Mawet, Dino Mesa, Tiffany Meshkat, David Mouillet, André Müller, Evert Nasedkin, Benoit Pairet, Sébastien Piérard, Jean-Baptiste Ruffio, Matthias Samland, Jordan Stone, and Marc Van Droogenbroeck. Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection. In Adaptive Optics Systems VII, volume 11448 of Proceedings of SPIE, pages 1-36, December 2020. SPIE. Keyword(s): Exoplanet, Detection, Benchmarking, Challenge. [bibtex-entry]



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