Pedestrian detection based on light-weighted separable convolution for advanced driver assistance systems

R Ayachi, Y Said, A Ben Abdelaali - Neural Processing Letters, 2020 - Springer
The growth in the number of vehicles in the world makes it hard to safely share the
environment with pedestrians. Pedestrian's safety is an important task that needs to be …

Path planning for intelligent vehicle collision avoidance of dynamic pedestrian using Att-LSTM, MSFM, and MPC at unsignalized crosswalk

H Chen, X Zhang - IEEE Transactions on Industrial Electronics, 2021 - ieeexplore.ieee.org
In this article, path planning for intelligent vehicle collision avoidance of dynamic pedestrian
using attention mechanism-long short-term memory network (Att-LSTM), modified social …

Automated classification based on video data at intersections with heavy pedestrian and bicycle traffic: Methodology and application

S Zangenehpour, LF Miranda-Moreno… - … research part C: emerging …, 2015 - Elsevier
Pedestrians and cyclists are amongst the most vulnerable road users. Pedestrian and cyclist
collisions involving motor-vehicles result in high injury and fatality rates for these two modes …

Development and experimental validation of control algorithm for person-following autonomous robots

JE Sierra-García, V Fernández-Rodríguez, M Santos… - Electronics, 2023 - mdpi.com
Automatic guided vehicles, in particular, and industrial autonomous mobile robots, in
general, are commonly used to automate intralogistics processes. However, there are …

Localization and analysis of critical areas in urban scenarios

A Broggi, P Cerri, S Ghidoni, P Grisleri… - 2008 IEEE Intelligent …, 2008 - ieeexplore.ieee.org
This paper presents an application of a pedestrian detection system aimed at localizing
potentially dangerous situations in specific urban scenarios. The approach used in this work …

Inserting virtual pedestrians into pedestrian groups video with behavior consistency

Z Ren, W Gai, F Zhong, J Pettré, Q Peng - The Visual Computer, 2013 - Springer
In this paper, we propose a novel approach to integrate virtual pedestrians into a scene of
real pedestrian groups with behavior consistency, and this is achieved by dynamic path …

Pedestrian-vehicular collision avoidance based on vision system

Z Chen, C Wu, N Lyu, G Liu, Y He - 17th International IEEE …, 2014 - ieeexplore.ieee.org
Vehicle-pedestrian collision avoidance is an important issue on intelligent vehicles research
field. Although pedestrian detection and collision avoidance were concentrated by …

Detection of pedestrian crossing road: A study on pedestrian pose recognition

J Hariyono, KH Jo - Neurocomputing, 2017 - Elsevier
Detection of pedestrian crossing road is the objective of this work. The model incorporates
the pedestrian pose recognition and lateral speed, motion direction and spatial layout of the …

Deep and transfer learning approaches for pedestrian identification and classification in autonomous vehicles

A Mounsey, A Khan, S Sharma - Electronics, 2021 - mdpi.com
Pedestrian detection is at the core of autonomous road vehicle navigation systems as they
allow a vehicle to understand where potential hazards lie in the surrounding area and …

Trajectory tracking and prediction of pedestrian's crossing intention using roadside LiDAR

J Zhao, H Xu, J Wu, Y Zheng… - IET Intelligent Transport …, 2019 - Wiley Online Library
Trajectory tracking and crossing intention prediction of pedestrians at intersections are
important to intersection safety. Recently, on‐board video sensors have been developed for …