Single image local blur identification. - Pauline Trouvé; Frédéric Champagnat; Guy Le Besnerais; Jérôme Idier (ICIP, 2011)

Conception conjointe optique/traitement pour un imageur compact à capacité 3D. (Digital-optical codesign of an imaging system with 3D ability). - Pauline Trouvé (2012)

Design of a Chromatic 3D Camera with an End-to-End Performance Model Approach. - Pauline Trouvé; Frédéric Champagnat; Guy Le Besnerais; Guillaume Druart; Jérôme Idier (CVPR Workshops, 2013)

Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks? - Marcela Carvalho; Bertrand Le Saux; Pauline Trouvé-Peloux; Andrés Almansa; Frédéric Champagnat (ECCV Workshops (1), 2018)

On Regression Losses for Deep Depth Estimation. - Marcela Carvalho; Bertrand Le Saux; Pauline Trouvé-Peloux; Andrés Almansa; Frédéric Champagnat (ICIP, 2018)

Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series. - Alexandre Boulch; Pauline Trouvé; Elise Colin Koeniguer; Fabrice Janez; Bertrand Le Saux (IGARSS, 2018)

The Aqualoc Dataset: Towards Real-Time Underwater Localization from a Visual-Inertial-Pressure Acquisition System. - Maxime Ferrera; Julien Moras; Pauline Trouvé-Peloux; Vincent Creuze; Denis Dégez (CoRR, 2018)

Technical Report: Co-learning of geometry and semantics for online 3D mapping. - Marcela Carvalho; Maxime Ferrera; Alexandre Boulch; Julien Moras; Bertrand Le Saux; Pauline Trouvé-Peloux (CoRR, 2019)

Multi-Task Learning of Height and Semantics from Aerial Images. - Marcela Carvalho; Bertrand Le Saux; Pauline Trouvé-Peloux; Frédéric Champagnat; Andrés Almansa (CoRR, 2019)

AQUALOC: An underwater dataset for visual-inertial-pressure localization. - Maxime Ferrera; Vincent Creuze; Julien Moras; Pauline Trouvé-Peloux (Int. J. Robotics Res., 2019)

Real-Time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. - Maxime Ferrera; Julien Moras; Pauline Trouvé-Peloux; Vincent Creuze (Sensors, 2019)

Multitask Learning of Height and Semantics From Aerial Images. - Marcela Carvalho; Bertrand Le Saux; Pauline Trouvé-Peloux; Frédéric Champagnat; Andrés Almansa (IEEE Geosci. Remote. Sens. Lett., 2020)

Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport. - Rémy Leroy; Pauline Trouvé-Peloux; Frédéric Champagnat; Bertrand Le Saux; Marcela Carvalho (MVA, 2021)

Embedded Processing for Extended Depth of Field Imaging Systems: From Infinite Impulse Response Wiener Filter to Learned Deconvolution. - Alice Fontbonne; Pauline Trouvé-Peloux; Frédéric Champagnat; Gabriel Jobert; Guillaume Druart (Sensors, 2023)

Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue. - Marius Dufraisse; Marcela Carvalho; Pauline Trouvé-Peloux; Frédéric Champagnat (CVPR Workshops, 2024)

CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion. - Kevin Helvig; Baptiste Abeloos; Pauline Trouvé-Peloux (CVPR Workshops, 2024)

Database for transfer learning in crack detection and localization on metallic materials using flying spot thermography and deep learning. - Kevin Helvig; Pauline Trouvé-Peloux; Ludovic Gavérina; Jean-Michel Roche; Baptiste Abeloos (J. Electronic Imaging, 2024)