NIDALoc: Neurobiologically Inspired Deep LiDAR Localization

S Yu, X Sun, W Li, C Wen, Y Yang, B Si… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Absolute pose regression has shown great potential in LiDAR localization, which learns to
regress 6-DoF LiDAR poses through deep networks. However, recent regression methods …

LFVB-BioSLAM: A Bionic SLAM System with a Light-Weight LiDAR Front End and a Bio-Inspired Visual Back End

R Gao, Z Wan, S Guo, C Jiang, Y Zhang - Biomimetics, 2023 - mdpi.com
Simultaneous localization and mapping (SLAM) is one of the crucial techniques applied in
autonomous robot navigation. The majority of present popular SLAM algorithms are built …

Toward Intelligent Sensing: Optimizing Lidar Beam Distribution for Autonomous Driving

G Zhuang, Z Bing, X Yao, Y Huang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
LiDAR (Light Detection And Ranging) sensors have been widely used in autonomous
vehicles as the main sensors. According to the specification details of the widely used 3D …

A Monocular Biological Simultaneous Localization and Mapping Method Based on a Bionic Vision Model

S Guo, Y Zhang - 2023 International Conference on Frontiers of …, 2023 - ieeexplore.ieee.org
Animals can navigate robustly through large unknown environments, utilizing inaccurate
sensor and egomotion cues. Inspired by the mechanism of the human visual system, this …