3 citations · 4 across the 6 of their papers we have counts for
7 papers
Khronos: A Unified Approach for Spatio-Temporal Metric-Semantic SLAM in Dynamic Environments
Lukas Schmid, Marcus Abate, Yun Chang +1
Perceiving and understanding highly dynamic and changing environments is a crucial capability for robot autonomy. While large strides have been made towards developing dynamic SLAM…
Kimera2: Robust and Accurate Metric-Semantic SLAM in the Real World
Marcus Abate, Yun Chang, Nathan Hughes +1
We present improvements to Kimera, an open-source metric-semantic visual-inertial SLAM library. In particular, we enhance Kimera-VIO, the visual-inertial odometry pipeline powering…
Multi-Camera Visual-Inertial Simultaneous Localization and Mapping for Autonomous Valet Parking
Marcus Abate, Ariel Schwartz, Xue Iuan Wong +6
Localization and mapping are key capabilities for self-driving vehicles. In this paper, we build on Kimera and extend it to use multiple cameras as well as external (eg wheel) odom…
Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields
Dominic Maggio, Marcus Abate, Jingnan Shi +2
We present Loc-NeRF, a real-time vision-based robot localization approach that combines Monte Carlo localization and Neural Radiance Fields (NeRF). Our system uses a pre-trained Ne…
Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs
Antoni Rosinol, Andrew Violette, Marcus Abate +5
Humans are able to form a complex mental model of the environment they move in. This mental model captures geometric and semantic aspects of the scene, describes the environment at…
3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans
Antoni Rosinol, Arjun Gupta, Marcus Abate +2
We present a unified representation for actionable spatial perception: 3D Dynamic Scene Graphs. Scene graphs are directed graphs where nodes represent entities in the scene (e.g. o…
Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping
Antoni Rosinol, Marcus Abate, Yun Chang +1
We provide an open-source C++ library for real-time metric-semantic visual-inertial Simultaneous Localization And Mapping (SLAM). The library goes beyond existing visual and visual…