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Ryan Soussan

6 accepted papers

2025

AstroLoc2: Fast Sequential Depth-Enhanced Localization for Free-Flying Robots

ICRA 2025

We present AstroLoc2, a monocular and time-offlight (ToF) visual-inertial graph-based localizer used by the Astrobee free-flying robots on the International Space Station (ISS). AstroLoc2 sequentially performs odometry and absolute localization in a single process to decouple map noise from velocity

Cited by 2SourceScholar
2025

LuVo: Lunar Visual Odometry Using Homography-Based Image Feature Matching

ICRA 2025

We present LuVo, an initialization-free stereo visual odometry (VO) method developed for the VIPER lunar rover. We provide a novel stereo registration method using LightGlue image feature matching in a warped, locally planar space that improves matching robustness to larger baseline stereo sequences

Cited by 3SourceScholar
2024

Astrobee ISS Free-Flyer Datasets for Space Intra-Vehicular Robot Navigation Research

RA-L 2024

We present the first annotated benchmark datasets for evaluating free-flyer visual-inertial localization and mapping algorithms in a zero-g spacecraft interior. The Astrobee free-flying robots that operate inside the International Space Station (ISS) collected the datasets. Space intra-vehicular fre

Cited by 11SourcecodeScholar
2022

AstroLoc: An Efficient and Robust Localizer for a Free-flying Robot

ICRA 2022poster

We present AstroLoc, an efficient and robust monocular visual-inertial graph-based localization system used by the Astrobee free-flying robots onboard the International Space Station (ISS). We provide a novel localization system that limits the traditionally higher computation times for graph-based…

Cited by 14SourceScholar
2022

Robust Semantic Mapping and Localization on a Free-Flying Robot in Microgravity

ICRA 2022poster

We propose a system that uses semantic object detections to localize a microgravity free-flyer. Many applications require absolute localization in a known reference frame, such as the execution of waypoint trajectories defined by human operators. Classical geometric methods build a map of point feat…

Cited by 7SourceScholar