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20232026
most citedProprioception Is All You Need: Terrain Classification for Boreal Forests

5 citations · 11 across the 10 of their papers we have counts for

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cs.RO2026

Stretch-ICP: A Continuous-Trajectory Registration and Deskewing Algorithm in Scenarios of Aggressive Motions

Simon-Pierre Deschênes, Veronica Vannini, Philippe Giguère +1

Robust robotic autonomy remains challenging in complex environments, where loss of stability on uneven or slippery terrain can induce extreme accelerations and angular velocities.…

cs.RO20251 cited

Reproducible Evaluation of Camera Auto-Exposure Methods in the Field: Platform, Benchmark and Lessons Learned

Olivier Gamache, Jean-Michel Fortin, Matěj Boxan +2

Standard datasets often present limitations, particularly due to the fixed nature of input data sensors, which makes it difficult to compare methods that actively adjust sensor par…

cs.RO2024

UAV-Assisted Self-Supervised Terrain Awareness for Off-Road Navigation

Jean-Michel Fortin, Olivier Gamache, William Fecteau +4

Terrain awareness is an essential milestone to enable truly autonomous off-road navigation. Accurately predicting terrain characteristics allows optimizing a vehicle's path against…

cs.RO2024

Field Report on a Wearable and Versatile Solution for Field Acquisition and Exploration

Olivier Gamache, Jean-Michel Fortin, Matěj Boxan +2

This report presents a wearable plug-and-play platform for data acquisition in the field. The platform, extending a waterproof Pelican Case into a 20 kg backpack offers 5.5 hours o…

cs.RO20245 cited

Proprioception Is All You Need: Terrain Classification for Boreal Forests

Damien LaRocque, William Guimont-Martin, David-Alexandre Duclos +2

Recent works in field robotics highlighted the importance of resiliency against different types of terrains. Boreal forests, in particular, are home to many mobility-impeding terra…

cs.RO20235 cited

Saturation-Aware Angular Velocity Estimation: Extending the Robustness of SLAM to Aggressive Motions

Simon-Pierre Deschênes, Dominic Baril, Matěj Boxan +3

We propose a novel angular velocity estimation method to increase the robustness of Simultaneous Localization And Mapping (SLAM) algorithms against gyroscope saturations induced by…