Using hydrodynamical simulations of stellar atmospheres for periodogram standardization: Application to exoplanet detection. - Sophia Sulis; David Mary; Lionel Bigot (ICASSP, 2016)

A bootstrap method for sinusoid detection in colored noise and uneven sampling. Application to exoplanet detection. - Sophia Sulis; David Mary; Lionel Bigot (EUSIPCO, 2017)

A Study of Periodograms Standardized Using Training Datasets and Application to Exoplanet Detection. - Sophia Sulis; David Mary; Lionel Bigot (IEEE Trans. Signal Process., 2017)

Semi-Supervised Standardized Detection of Periodic Signals with Application to Exoplanet Detection. - Sophia Sulis; David Mary; Lionel Bigot (ICASSP, 2022)

Automatic Coral Morphotypes Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring. - Younes Ouassine; Jihad Zahir; Noël Conruyt; Mohsen Kayal; Philippe A. Martin; Eric Chenin; Lionel Bigot; Régine Vignes-Lebbe (AI4KMES@ECAI, 2023)

Automatic Coral Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring. - Younes Ouassine; Jihad Zahir; Noël Conruyt; Mohsen Kayal; Philippe A. Martin; Eric Chenin; Lionel Bigot; Régine Vignes-Lebbe (ECAI Workshops (2), 2023)

Deep learning for automated coral reef monitoring a novel system based on YOLOv8 detection and DeepSORT tracking. - Younes Ouassine; Noël Conruyt; Mohsen Kayal; Philippe A. Martin; Lionel Bigot; Régine Vignes-Lebbe; Hajar Moussanif; Jihad Zahir (Ecol. Informatics, 2025)