Pauline Trouvé-Peloux

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Imaging Systems

Top Venues

ECCV Workshops (1)

Publications

Kevin Helvig, Pauline Trouvé-Peloux, Ludovic Gavérina, Jean-Michel Roche, Baptiste Abeloos
Database for transfer learning in crack detection and localization on metallic materials using flying spot thermography and deep learning. J. Electronic Imaging 33 (3) (2024)
Alice Fontbonne, Pauline Trouvé-Peloux, Frédéric Champagnat, Gabriel Jobert, Guillaume Druart
Embedded Processing for Extended Depth of Field Imaging Systems: From Infinite Impulse Response Wiener Filter to Learned Deconvolution. Sensors 23 (23) (2023)
Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho
Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport. CoRR (2021)
Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho
Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport. MVA (2021)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
Multitask Learning of Height and Semantics From Aerial Images. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Marcela Carvalho, Maxime Ferrera, Alexandre Boulch, Julien Moras, Bertrand Le Saux, Pauline Trouvé-Peloux
Technical Report: Co-learning of geometry and semantics for online 3D mapping. CoRR (2019)
Maxime Ferrera, Vincent Creuze, Julien Moras, Pauline Trouvé-Peloux
AQUALOC: An underwater dataset for visual-inertial-pressure localization. Int. J. Robotics Res. 38 (14) (2019)
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze
Real-Time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. Sensors 19 (3) (2019)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
Multi-Task Learning of Height and Semantics from Aerial Images. CoRR (2019)
Maxime Ferrera, Vincent Creuze, Julien Moras, Pauline Trouvé-Peloux
AQUALOC: An Underwater Dataset for Visual-Inertial-Pressure Localization. CoRR (2019)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks? ECCV Workshops (1) (2018)
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze, Denis Dégez
The Aqualoc Dataset: Towards Real-Time Underwater Localization from a Visual-Inertial-Pressure Acquisition System. CoRR (2018)
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze
Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. CoRR (2018)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks? CoRR (2018)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
On Regression Losses for Deep Depth Estimation. ICIP (2018)