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Martin Labrie

2 accepted papers

2025

POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality

CVPR 2025poster

In this paper, we present a novel algorithm for quantifying uncertainty and information gained within 3D Gaussian Splatting (3D-GS) through P-Optimality. While 3D-GS has proven to be a useful world model with high-quality rasterizations, it does not natively quantify uncertainty or information, posi…

Cited by 0SourcePDFScholar
2024

Probabilistic Active Loop Closure for Autonomous Exploration

ICRA 2024poster

When a mobile robot autonomously explores an indoor space to produce a localization and navigation map, it is important to create both a stable pose graph and a high-quality occupancy map that covers all the navigable areas. In this work, we propose a novel probabilistic active loop closure framewor…

Cited by 1SourceScholar