A review of visual SLAM methods for autonomous driving vehicles

J Cheng, L Zhang, Q Chen, X Hu, J Cai - Engineering Applications of …, 2022 - Elsevier
Autonomous driving vehicles require both a precise localization and map** solution in
different driving environment. In this context, Simultaneous Localization and Map** …

Visual SLAM integration with semantic segmentation and deep learning: A review

H Pu, J Luo, G Wang, T Huang, H Liu - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Simultaneous localization and map** (SLAM) technology is essential for robots to
navigate unfamiliar environments. It utilizes the sensors the robot carries to answer the …

Visual language maps for robot navigation

C Huang, O Mees, A Zeng… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
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 …

Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning

Q Gu, A Kuwajerwala, S Morin… - … on Robotics and …, 2024 - ieeexplore.ieee.org
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 …

In-place scene labelling and understanding with implicit scene representation

S Zhi, T Laidlow, S Leutenegger… - Proceedings of the …, 2021 - openaccess.thecvf.com
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 …

Bundlesdf: Neural 6-dof tracking and 3d reconstruction of unknown objects

B Wen, J Tremblay, V Blukis, S Tyree… - Proceedings of the …, 2023 - openaccess.thecvf.com
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 …

Kimera: an open-source library for real-time metric-semantic localization and map**

A Rosinol, M Abate, Y Chang… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
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 …

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 …