Emmanuel BERTIN

LERMA
...
  • Astronomer
  • LERMA - Laboratoire d'Etudes du Rayonnement et de la Matière en Astrophysique et Atmosphères
  • Communities
    Climate, Environment & The Universe
    Mathematics, Computer Science & Robotics
  • Expertise
    Artificial vision
    Astrophysical data
    Data analysis
    Data fusion
    Deep learning
    Machine learning
    Pattern recognition

Selected publications

MaxiMask and MaxiTrack: two new tools for identifying contaminants
in astronomical images using convolutional neural networks, Paillassa M., Bertin E., Bouy H., 2019, submitted to A&A

Photometric redshifts from SDSS images using a convolutional neural network, Pasquet J., Bertin E. et al., 2019, A&A 621, 26

The strong gravitational lens finding challenge, Metcalf R. et al., 2019, A&A 625, 119

Finding high-redshift strong lenses in DES using convolutional neural networks, Jacobs C. et al., 2019, MNRAS 483, 5330

Cosmological Constraints from Multiple Probes in the Dark Energy Survey, Abbott T. et al. 2019, PhRvL122, 1301

International collaborations

Fermilab + Univ. Illinois + NCSA (USA): Dark Energy Survey
Observatoire de Geneve (Suisse) + Universite de Munich (Allemagne): SExtractor++