activity
20192023
most citedEiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization

18 citations · 34 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CV2023★ 18 cited

Eiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization

Clémentin Boittiaux, Claire Dune, Maxime Ferrera +5

Visual localization plays an important role in the positioning and navigation of robotics systems within previously visited environments. When visits occur over long periods of tim…

cs.CV2022★ 9 cited

SUCRe: Leveraging Scene Structure for Underwater Color Restoration

Clémentin Boittiaux, Ricard Marxer, Claire Dune +3

Underwater images are altered by the physical characteristics of the medium through which light rays pass before reaching the optical sensor. Scattering and wavelength-dependent ab…

cs.CV2022★ 6 cited

Homography-Based Loss Function for Camera Pose Regression

Clémentin Boittiaux, Ricard Marxer, Claire Dune +2

Some recent visual-based relocalization algorithms rely on deep learning methods to perform camera pose regression from image data. This paper focuses on the loss functions that em…

cs.CV2021

Hyperspectral 3D Mapping of Underwater Environments

Maxime Ferrera, Aurélien Arnaubec, Klemen Istenic +2

Hyperspectral imaging has been increasingly used for underwater survey applications over the past years. As many hyperspectral cameras work as push-broom scanners, their use is usu…

cs.CV2019★ 1 cited

Automatic Scale Estimation of Structure from Motion based 3D Models using Laser Scalers

Klemen Istenic, Nuno Gracias, Aurelien Arnaubec +2

Recent advances in structure-from-motion techniques are enabling many scientific fields to benefit from the routine creation of detailed 3D models. However, for a large number of a…