234 citations · 628 across the 14 of their papers we have counts for
4 papers · 1 filter
DASH-SLAM: Calibration-Free Metric Monocular SLAM via Depth Scale Propagation
Otavio Ribas, Jacopo Panerati, Pierre-Yves Lajoie
Geometric foundation models estimate dense geometry and camera parameters from monocular images, but reliable SLAM also requires consistent scale and accurate data association acro…
Compact Keyframe-Optimized Multi-Agent Gaussian Splatting SLAM
Monica M. Q. Li, Pierre-Yves Lajoie, Jialiang Liu +1
Efficient multi-agent 3D mapping is essential for robotic teams operating in unknown environments, but dense representations hinder real-time exchange over constrained communicatio…
3D Foundation Model-Based Loop Closing for Decentralized Collaborative SLAM
Pierre-Yves Lajoie, Benjamin Ramtoula, Daniele De Martini +1
Decentralized Collaborative Simultaneous Localization And Mapping (C-SLAM) techniques often struggle to identify map overlaps due to significant viewpoint variations among robots.…
Multi-Robot Decentralized Collaborative SLAM in Planetary Analogue Environments: Dataset, Challenges, and Lessons Learned
Pierre-Yves Lajoie, Karthik Soma, Haechan Mark Bong +4
Decentralized collaborative simultaneous localization and mapping (C-SLAM) is essential to enable multirobot missions in unknown environments without relying on preexisting localiz…