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Mason Russell

2 accepted papers

2024

MIM: Indoor and Outdoor Navigation in Complex Environments Using Multi-Layer Intensity Maps

ICRA 2024poster

We present MIM (Multi-Layer Intensity Map), a novel 3D object representation for robot perception and autonomous navigation. MIMs consist of multiple stacked layers of 2D grid maps each derived from reflected point cloud intensities corresponding to a certain height interval. The different layers of…

Cited by 5SourceScholar
2023

VERN: Vegetation-Aware Robot Navigation in Dense Unstructured Outdoor Environments

IROS 2023poster

We propose a novel method for autonomous legged robot navigation in densely vegetated environments with a variety of pliable/traversable and non-pliable/untraversable vegetation. We present a novel few-shot learning classifier that can be trained on a few hundred RGB images to differentiate flora th…

Cited by 18SourceScholar