DR2S: Deep Regression with Region Selection for Camera Quality Evaluation. - Marcelin Tworski; Stéphane Lathuilière; Salim Belkarfa; Attilio Fiandrotti; Marco Cagnazzo (ICPR, 2020)

Automatic Noise Analysis on Still Life Chart. - Salim Belkarfa; Ahmed Hakim Choukarah; Marcelin Tworski (LIM, 2021)

Portrait Quality Assessment using Multi-Scale CNN. - Nicolas Chahine; Salim Belkarfa (LIM, 2021)