Search Results for author: Marcus Abate

Found 3 papers, 3 papers with code

Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs

2 code implementations18 Jan 2021 Antoni Rosinol, Andrew Violette, Marcus Abate, Nathan Hughes, Yun Chang, Jingnan Shi, Arjun Gupta, Luca Carlone

This mental model captures geometric and semantic aspects of the scene, describes the environment at multiple levels of abstractions (e. g., objects, rooms, buildings), includes static and dynamic entities and their relations (e. g., a person is in a room at a given time).

3D Reconstruction Object Localization +2

3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans

3 code implementations15 Feb 2020 Antoni Rosinol, Arjun Gupta, Marcus Abate, Jingnan Shi, Luca Carlone

Our second contribution is to provide the first fully automatic Spatial PerceptIon eNgine(SPIN) to build a DSG from visual-inertial data.

3D Reconstruction Human Detection +3

Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping

12 code implementations6 Oct 2019 Antoni Rosinol, Marcus Abate, Yun Chang, Luca Carlone

We provide an open-source C++ library for real-time metric-semantic visual-inertial Simultaneous Localization And Mapping (SLAM).

3D Reconstruction Computational Efficiency +1

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