Pauline Trouvé-Peloux

17 papers B 1Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion.
CVPR Workshops
Kevin Helvig, Baptiste Abeloos, Pauline Trouvé-Peloux
2024 J jnl
Database for transfer learning in crack detection and localization on metallic materials using flying spot thermography and deep learning.
J. Electronic Imaging
Kevin Helvig, Pauline Trouvé-Peloux, Ludovic Gavérina, Jean-Michel Roche, Baptiste Abeloos
2024 — conf
Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue.
CVPR Workshops
Marius Dufraisse, Marcela Carvalho, Pauline Trouvé-Peloux, Frédéric Champagnat
2023 J jnl
Embedded Processing for Extended Depth of Field Imaging Systems: From Infinite Impulse Response Wiener Filter to Learned Deconvolution.
Sensors
Alice Fontbonne, Pauline Trouvé-Peloux, Frédéric Champagnat, Gabriel Jobert, Guillaume Druart
2021 Misc conf
Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport.
MVA
Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho
2021 J jnl
Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport.
CoRR
Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho
2020 J jnl
Multitask Learning of Height and Semantics From Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
2019 J jnl
AQUALOC: An Underwater Dataset for Visual-Inertial-Pressure Localization.
CoRR
Maxime Ferrera, Vincent Creuze, Julien Moras, Pauline Trouvé-Peloux
2019 J jnl
AQUALOC: An underwater dataset for visual-inertial-pressure localization.
Int. J. Robotics Res.
Maxime Ferrera, Vincent Creuze, Julien Moras, Pauline Trouvé-Peloux
2019 J jnl
Multi-Task Learning of Height and Semantics from Aerial Images.
CoRR
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Frédéric Champagnat, Andrés Almansa
2019 J jnl
Real-Time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments.
Sensors
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze
2019 J jnl
Technical Report: Co-learning of geometry and semantics for online 3D mapping.
CoRR
Marcela Carvalho, Maxime Ferrera, Alexandre Boulch, Julien Moras, Bertrand Le Saux, Pauline Trouvé-Peloux
2018 — conf
Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks?
ECCV Workshops (1)
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
2018 J jnl
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks?
CoRR
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
2018 B conf
On Regression Losses for Deep Depth Estimation.
ICIP
Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat
2018 J jnl
Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments.
CoRR
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze
2018 J jnl
The Aqualoc Dataset: Towards Real-Time Underwater Localization from a Visual-Inertial-Pressure Acquisition System.
CoRR
Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze, Denis Dégez