Survey of pedestrian detection for advanced driver assistance systems

D Geronimo, AM Lopez, AD Sappa… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Advanced driver assistance systems (ADASs), and particularly pedestrian protection
systems (PPSs), have become an active research area aimed at improving traffic safety. The …

Part-based pedestrian detection and feature-based tracking for driver assistance: real-time, robust algorithms, and evaluation

A Prioletti, A Møgelmose, P Grisleri… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Detecting pedestrians is still a challenging task for automotive vision systems due to the
extreme variability of targets, lighting conditions, occlusion, and high-speed vehicle motion …

Pedestrian detection in automotive safety: Understanding state-of-the-art

NK Ragesh, R Rajesh - IEEE Access, 2019 - ieeexplore.ieee.org
Pedestrian detection is one of the important computer vision problems in automotive safety
and driver assistance domain. It is a major component of the advanced driver assistance …

[Retracted] A Review of Intelligent Driving Pedestrian Detection Based on Deep Learning

D Tian, Y Han, B Wang, T Guan… - Computational …, 2021 - Wiley Online Library
Pedestrian detection is a specific application of object detection. Compared with general
object detection, it shows similarities and unique characteristics. In addition, it has important …

2D–3D-based on-board pedestrian detection system

D Gerónimo, AD Sappa, D Ponsa, AM López - Computer Vision and Image …, 2010 - Elsevier
During the next decade, on-board pedestrian detection systems will play a key role in the
challenge of increasing traffic safety. The main target of these systems, to detect pedestrians …

Pedestrian detection: An evaluation of the state of the art

P Dollar, C Wojek, B Schiele… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Pedestrian detection is a key problem in computer vision, with several applications that have
the potential to positively impact quality of life. In recent years, the number of approaches to …

Pedestrian detection for intelligent transportation systems combining AdaBoost algorithm and support vector machine

L Guo, PS Ge, MH Zhang, LH Li, YB Zhao - Expert Systems with …, 2012 - Elsevier
Pedestrians are the vulnerable participants in transportation system when crashes happen.
It is important to detect pedestrian efficiently and accurately in many computer vision …

Combination of feature extraction methods for SVM pedestrian detection

IP Alonso, DF Llorca, MÁ Sotelo… - IEEE Transactions …, 2007 - ieeexplore.ieee.org
This paper describes a comprehensive combination of feature extraction methods for vision-
based pedestrian detection in Intelligent Transportation Systems. The basic components of …

A low-complexity pedestrian detection framework for smart video surveillance systems

M Bilal, A Khan, MUK Khan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Pedestrian detection is a key problem in computer vision and is currently addressed with
increasingly complex solutions involving compute-intensive features and classification …

Computer vision and deep learning techniques for pedestrian detection and tracking: A survey

A Brunetti, D Buongiorno, GF Trotta, V Bevilacqua - Neurocomputing, 2018 - Elsevier
Pedestrian detection and tracking have become an important field in the computer vision
research area. This growing interest, started in the last decades, might be explained by the …