LiDAR-based detection, tracking, and property estimation: A contemporary review

M Hasan, J Hanawa, R Goto, R Suzuki, H Fukuda… - Neurocomputing, 2022 - Elsevier
Object detection, Person tracking, and Person property estimation (PPE) are identical
innovation areas trying to improve their accuracy in different parameters to fit various real …

Efficient detection and tracking of human using 3D LiDAR sensor

J Gómez, O Aycard, J Baber - Sensors, 2023 - mdpi.com
Light Detection and Ranging (LiDAR) technology is now becoming the main tool in many
applications such as autonomous driving and human–robot collaboration. Point-cloud …

A layered approach to people detection in 3d range data

L Spinello, K Arras, R Triebel, R Siegwart - Proceedings of the AAAI …, 2010 - ojs.aaai.org
People tracking is a key technology for autonomous systems, intelligent cars and social
robots operating in populated environments. What makes the task difficult is that the …

[HTML][HTML] Deep Learning driven automated person detection and tracking model on surveillance videos

S Sivachandiran, KJ Mohan, GM Nazer - Measurement: Sensors, 2022 - Elsevier
Recently, person detection and tracking in a video scene of a surveillance system were
grabbing higher interest because of its extensive range of applications in gender …

An accurate point cloud-based human identification using micro-size lidar

S Yamada, H Rizk, H Yamaguchi - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The demand for safety-boosting systems is increasing, especially nowadays, to limit the
rapid spread of COVID-19. Real-time life-logging is an essential application towards tracking …

LiDAR-based dense pedestrian detection and tracking

W Wang, X Chang, J Yang, G Xu - Applied Sciences, 2022 - mdpi.com
LiDAR-based pedestrian detection and tracking (PDT) with high-resolution sensing
capability plays an important role in real-world applications such as security monitoring …

Deep person detection in two-dimensional range data

L Beyer, A Hermans, T Linder… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
Detecting humans is a key skill for mobile robots and intelligent vehicles in a large variety of
applications. Although the problem is well studied for certain sensory modalities such as …

Deep Learning-Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds

H Xu, S Huang, Y Yang, X Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
One of the fundamental tasks in autonomous driving is environment perception for
pedestrian detection, where the fused pedestrian detection using camera and light detection …

Privacy-preserving people detection enabled by solid state LiDAR

A Günter, S Böker, M König… - 2020 16th international …, 2020 - ieeexplore.ieee.org
Detecting people in video streams involves privacy concerns since people are often
unaware of being recorded. Furthermore, cameras and commodity depth sensors are prone …

Fast and robust 3D person detector and posture estimator for mobile robotic applications

B Lewandowski, J Liebner, T Wengefeld… - … on Robotics and …, 2019 - ieeexplore.ieee.org
Due to recent deep learning techniques, person detection seems to be solved in the
computer vision domain, however, it is still an issue in mobile robotics. On a robot only …