Challenges and solutions for autonomous ground robot scene understanding and navigation in unstructured outdoor environments: A review

L Wijayathunga, A Rassau, D Chai - Applied Sciences, 2023 - mdpi.com
The capabilities of autonomous mobile robotic systems have been steadily improving due to
recent advancements in computer science, engineering, and related disciplines such as …

Sensor Integration in a Forestry Machine

T Pereira, T Gameiro, C Viegas, V Santos, N Ferreira - Sensors, 2023 - mdpi.com
This paper presents the integration of multimodal sensor systems for an autonomous forestry
machine. The utilized technology is housed in a single enclosure which consolidates a set of …

Efficient online transfer learning for road participants detection in autonomous driving

R Yang, Z Yan, T Yang, Y Wang… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The spatial information provided by 3-D object detection is critical for autonomous driving.
Although visual-based object detection has made significant progress in 2-D/3-D in recent …

Learn to model and filter point cloud noise for a near-infrared ToF LiDAR in adverse weather

T Yang, Q Yu, Y Li, Z Yan - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Light detection and ranging (LiDAR) limitations in adverse weather (eg, rain, fog, and snow)
prevent adopting high-level autonomous vehicles in all weather conditions. Furthermore …

Revolutionizing Depth Sensing: A Review study of Apple LiDAR sensor for as-built scanning Applications

SF Abbas, FM Abed - Journal of Engineering, 2024 - joe.uobaghdad.edu.iq
Incorporating the LiDAR sensor in the most recent Apple devices represents a substantial
development in 3D map** technology. Meanwhile, Apple's Lidar is still a new sensor …

iToF-flow-based High Frame Rate Depth Imaging

Y Meng, Z Xue, X Chang, X Hu… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Abstract iToF is a prevalent cost-effective technology for 3D perception. While its reliance on
multi-measurement commonly leads to reduced performance in dynamic environments …

αLiDAR: An Adaptive High-Resolution Panoramic LiDAR System

J Cui, Y He, J Niu, Z Ouyang, G **ng - Proceedings of the 30th Annual …, 2024 - dl.acm.org
LiDAR technology holds vast potential across various sectors, including robotics,
autonomous driving, and urban planning. However, the performance of current LiDAR …

Enhanced low-resolution lidar-camera calibration via depth interpolation and supervised contrastive learning

Z Zhang, Z Yu, S You, R Rao… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Motivated by the increasing application of low-resolution LiDAR, we target the problem of
low-resolution LiDAR-camera calibration in this work. The main challenges are two-fold …

[PDF][PDF] Mobile 3d lidar-based object and change detection in production and operations management

T Hakanen, P Kemppi, P Tikka - ICAS 2023, 2023 - researchgate.net
As an ongoing robot-related trend, intelligent mobile robots can create an accurate digital
three-dimensional (3D) model of the environment using Light Detection And Ranging …

[HTML][HTML] Analytical Formalism for Data Representation and Object Detection with 2D LiDAR: Application in Mobile Robotics

LA Fagundes Jr, AG Caldeira, MB Quemelli, FN Martins… - Sensors, 2024 - mdpi.com
In mobile robotics, LASER scanners have a wide spectrum of indoor and outdoor
applications, both in structured and unstructured environments, due to their accuracy and …