Pauline Trouvé-Peloux

According to our database, Pauline Trouvé-Peloux authored at least 17 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion.

Kevin Helvig, Baptiste Abeloos, Pauline Trouvé-Peloux

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue.

Marius Dufraisse, Marcela Carvalho, Pauline Trouvé-Peloux, Frédéric Champagnat

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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, December, 2023

2021

Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport.

Rémy Leroy, Pauline Trouvé-Peloux, Frédéric Champagnat, Bertrand Le Saux, Marcela Carvalho

Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

2020

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

2019

Real-Time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments.

Maxime Ferrera, Julien Moras, Pauline Trouvé-Peloux, Vincent Creuze

Sensors, 2019

AQUALOC: An underwater dataset for visual-inertial-pressure localization.

Maxime Ferrera, Vincent Creuze, Julien Moras, Pauline Trouvé-Peloux

Int. J. Robotics Res., 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

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

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

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

On Regression Losses for Deep Depth Estimation.

Marcela Carvalho, Bertrand Le Saux, Pauline Trouvé-Peloux, Andrés Almansa, Frédéric Champagnat

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

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

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2013

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

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

Pauline Trouvé

PhD thesis, 2012

2011

Single image local blur identification.

Pauline Trouvé, Frédéric Champagnat, Guy Le Besnerais, Jérôme Idier

Proceedings of the 18th IEEE International Conference on Image Processing, 2011