New post-processing algorithms for exoplanet detection and circumstellar disk reconstruction by direct imaging

accepted in In the spirit of Lyot

Quantitative comparison (with contrast curves –the lower the better–) of the performances of the proposed algorithm for exoplanet detection combinining statistical modeling and deep learning. Results obtained on data from the VLT/SPHERE instrument.