Openvins: A research platform for visual-inertial estimation

P Geneva, K Eckenhoff, W Lee, Y Yang… - … on Robotics and …, 2020 - ieeexplore.ieee.org
In this paper, we present an open platform, termed OpenVINS, for visual-inertial estimation
research for both the academic community and practitioners from industry. The open …

Perception and navigation in autonomous systems in the era of learning: A survey

Y Tang, C Zhao, J Wang, C Zhang… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
Autonomous systems possess the features of inferring their own state, understanding their
surroundings, and performing autonomous navigation. With the applications of learning …

Monocular visual simultaneous localization and mapping:(r) evolution from geometry to deep learning-based pipelines

O Álvarez-Tuñón, Y Brodskiy… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rise of deep learning, there is a fundamental change in visual simultaneous
localization and mapping (SLAM) algorithms toward developing different modules trained as …

Monocular visual-inertial odometry with planar regularities

C Chen, P Geneva, Y Peng, W Lee… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
State-of-the-art monocular visual-inertial odometry (VIO) approaches rely on sparse point
features in part due to their efficiency, robustness, and prevalence, while ignoring high-level …

Schmidt ST-EKF for autonomous land vehicle SINS/ODO/LDV integrated navigation

M Wang, J Cui, Y Huang, W Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Autonomous land navigation has been studied extensively in recent years to improve
vehicle location accuracy in the satellite-denial environment. However, many previous …

Fast reconstruction of 3D point cloud model using visual SLAM on embedded UAV development platform

F Huang, H Yang, X Tan, S Peng, J Tao, S Peng - Remote Sensing, 2020 - mdpi.com
In recent years, the rapid development of unmanned aerial vehicle (UAV) technologies has
made data acquisition increasingly convenient, and three-dimensional (3D) reconstruction …

A Consistent Parallel Estimation Framework for Visual-Inertial SLAM

Z Huai, G Huang - IEEE Transactions on Robotics, 2024 - ieeexplore.ieee.org
In this article, we revisit the optimal fusion of visual and inertial information from a monocular
camera and an inertial measurement unit and propose a novel parallel visual-inertial …

A LiDAR-inertial odometry with principled uncertainty modeling

B Jiang, S Shen - 2022 IEEE/RSJ International conference on …, 2022 - ieeexplore.ieee.org
This paper proposes a LiDAR-inertial odometry that properly solves the uncertainty
estimation problem, guided by the rules of designing a consistent estimator. Our system is …

Cooperative visual-inertial odometry

P Zhu, Y Yang, W Ren, G Huang - 2021 ieee international …, 2021 - ieeexplore.ieee.org
This paper studies the problem of multi-robot cooperative visual-inertial localization where
each robot is equipped with only a single camera and IMU. We develop two cooperative …

Accuracy-and Simplicity-Oriented Self-Calibration Approach for In-Vehicle GNSS/INS/Vision System With Observability Analysis

S Li, X Li, Y Zhou, S Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With significant advances in manufacturing technology, multiple sensors such as global
navigation satellite system (GNSS) devices, inertial measurement units (IMU) and cameras …