Neural network-based recent research developments in SLAM for autonomous ground vehicles: A review

H Saleem, R Malekian, H Munir - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The development of autonomous vehicles has prompted an interest in exploring various
techniques in navigation. One such technique is simultaneous localization and mapping …

A Robust and Efficient Visual-Inertial SLAM for Vision-Degraded Environments

X Zhao, Z Gao, J Wang, Z Lin, Z Zhou… - 2024 IEEE 18th …, 2024 - ieeexplore.ieee.org
Visual challenging environments significantly threaten both the robustness and accuracy of
SLAM (Simultaneous Localization and Mapping), resulting in unacceptable performance of …

A Computationally Efficient Visual SLAM for Low-light and Low-texture Environments Based on Neural Networks

X Zhao, A Zhao, Z Liao, Z Huang… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
SLAM estimates the pose of robots and reconstruct ambient environments simultaneously,
which plays an important role in autonomous exploration. The low-light and low-texture …