A review of visual SLAM methods for autonomous driving vehicles
Autonomous driving vehicles require both a precise localization and map** solution in
different driving environment. In this context, Simultaneous Localization and Map** …
different driving environment. In this context, Simultaneous Localization and Map** …
Visual SLAM integration with semantic segmentation and deep learning: A review
Simultaneous localization and map** (SLAM) technology is essential for robots to
navigate unfamiliar environments. It utilizes the sensors the robot carries to answer the …
navigate unfamiliar environments. It utilizes the sensors the robot carries to answer the …
Visual language maps for robot navigation
Grounding language to the visual observations of a navigating agent can be performed
using off-the-shelf visual-language models pretrained on Internet-scale data (eg, image …
using off-the-shelf visual-language models pretrained on Internet-scale data (eg, image …
Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning
For robots to perform a wide variety of tasks, they require a 3D representation of the world
that is semantically rich, yet compact and efficient for task-driven perception and planning …
that is semantically rich, yet compact and efficient for task-driven perception and planning …
In-place scene labelling and understanding with implicit scene representation
Semantic labelling is highly correlated with geometry and radiance reconstruction, as scene
entities with similar shape and appearance are more likely to come from similar classes …
entities with similar shape and appearance are more likely to come from similar classes …
Bundlesdf: Neural 6-dof tracking and 3d reconstruction of unknown objects
We present a near real-time (10Hz) method for 6-DoF tracking of an unknown object from a
monocular RGBD video sequence, while simultaneously performing neural 3D …
monocular RGBD video sequence, while simultaneously performing neural 3D …
Kimera: an open-source library for real-time metric-semantic localization and map**
We provide an open-source C++ library for real-time metric-semantic visual-inertial
Simultaneous Localization And Map** (SLAM). The library goes beyond existing visual …
Simultaneous Localization And Map** (SLAM). The library goes beyond existing visual …
Kimera: From SLAM to spatial perception with 3D dynamic scene graphs
A Rosinol, A Violette, M Abate… - … Journal of Robotics …, 2021 - journals.sagepub.com
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 …
mental model captures geometric and semantic aspects of the scene, describes the …