[HTML][HTML] Point cloud registration and change detection in urban environment using an onboard Lidar sensor and MLS reference data

Ö Zováthi, B Nagy, C Benedek - … Journal of Applied Earth Observation and …, 2022 - Elsevier
This paper presents a new method for urban scene analysis, which comprises 3D point
cloud registration and change detection through fusing Lidar point clouds with significantly …

A Fast and Precise Plane Segmentation Framework for Indoor Point Clouds

Y Zhong, D Zhao, D Cheng, J Zhang, D Tian - Remote Sensing, 2022 - mdpi.com
To improve the efficiency and accuracy of plane segmentation for indoor point clouds, this
paper proposes a fast and precise plane segmentation framework which mainly consists of …

Graph signal processing based object classification for automotive RADAR point clouds

RA Sevimli, M Üçüncü, A Koç - Digital Signal Processing, 2023 - Elsevier
As the automotive industry evolves, visual perception systems to provide awareness of
surroundings to autonomous vehicles have become vital. Conventional deep neural …

[HTML][HTML] Designing black yet highly LiDAR-detectable double-shell hollow nanoparticles for autonomous driving environments

J Kim, Z Otgonbayar, S Jekal, M Sa, CG Kim… - Chemical Engineering …, 2024 - Elsevier
Novel LiDAR-detectable black double-shell hollow nanoparticles (BDS-HNPs) with internal
white shell are successfully utilized as materials for autonomous vehicle paint for the first …

MVTr: multi-feature voxel transformer for 3D object detection

L Ai, Z Xie, R Yao, M Yang - The Visual Computer, 2024 - Springer
Convolutional neural networks have become a powerful tool for partial 3D object detection.
However, their power has not been fully realized for focusing on global information, which is …

LidPose: Real-Time 3D Human Pose Estimation in Sparse Lidar Point Clouds with Non-Repetitive Circular Scanning Pattern

L Kovács, BM Bódis, C Benedek - Sensors, 2024 - mdpi.com
In this paper, we propose a novel, vision-transformer-based end-to-end pose estimation
method, LidPose, for real-time human skeleton estimation in non-repetitive circular scanning …

[HTML][HTML] Lidar-based estimation of bounding box coordinates using gaussian process regression and particle swarm optimization

K Vinodha, ES Gopi, T Agnibhoj - Biomimetic Intelligence and Robotics, 2024 - Elsevier
Camera-based object tracking systems in a given closed environment lack privacy and
confidentiality. In this study, light detection and ranging (LiDAR) was applied to track objects …

[HTML][HTML] Localización simultánea y mapeo para control de un robot móvil autónomo usando escaneo de nube de puntos LiDAR y métodos de aprendizaje de máquina

R Urvina Córdova, E Aguilar Torres… - … . Revista chilena de …, 2023 - SciELO Chile
Este artículo presenta técnicas alternativas de localización y mapeo simultáneo del
ambiente, que permiten a los robots móviles auto referenciarse en un ambiente de …

Virtually increasing the measurement frequency of LIDAR sensor utilizing a single RGB camera

Z Rozsa, T Sziranyi - arXiv preprint arXiv:2302.05192, 2023 - arxiv.org
The frame rates of most 3D LIDAR sensors used in intelligent vehicles are substantially
lower than current cameras installed in the same vehicle. This research suggests using a …

FGMNet: Feature grouping mechanism network for RGB-D indoor scene semantic segmentation

Y Zhang, W Zhou, L Ye, L Yu, T Luo - Digital Signal Processing, 2024 - Elsevier
Semantic segmentation is a basic and long-standing research area. Depth images can
enrich RGB (red-green-blue) images with their rich geometric information, so as to achieve …