[HTML][HTML] Occlusion and multi-scale pedestrian detection A review

W Chen, Y Zhu, Z Tian, F Zhang, M Yao - Array, 2023 - Elsevier
Pedestrian detection has a wide range of application prospects in many fields such as
unmanned driving, intelligent monitoring, robot, etc., and has always been a hot issue in the …

Deep learning for occluded and multi‐scale pedestrian detection: A review

Y Xiao, K Zhou, G Cui, L Jia, Z Fang… - IET Image …, 2021 - Wiley Online Library
Pedestrian detection, as a research hotspot in the field of computer vision, is widely used in
many fields, such as automatic driving, video surveillance, robots and so on. In recent years …

Occlusion handling and multi-scale pedestrian detection based on deep learning: A review

F Li, X Li, Q Liu, Z Li - IEEE Access, 2022 - ieeexplore.ieee.org
Pedestrian detection is an important branch of computer vision, and has important
applications in the fields of autonomous driving, artificial intelligence and video surveillance …

[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 …

Real-time pedestrian detection with deep supervision in the wild

Z Li, Z Chen, QMJ Wu, C Liu - Signal, Image and Video Processing, 2019 - Springer
Pedestrian detection is a challenging research task, and it is widely applied in automatic
driving and intelligent surveillance fields. Although many approaches based on deep …

Challenges of designing computer vision-based pedestrian detector for supporting autonomous driving

P Sun, A Boukerche - … Conference on Mobile Ad Hoc and …, 2019 - ieeexplore.ieee.org
In recent years, aiming to improve deriving safety and supporting autonomous driving,
pedestrian detection has attracted considerable attention from both industry and academic …

Real-time pedestrian detection via hierarchical convolutional feature

D Yang, J Zhang, S Xu, S Ge, GH Kumar… - Multimedia Tools and …, 2018 - Springer
With the development of pedestrian detection technologies, existing methods can not
simultaneously satisfy high quality detection and fast calculation for practical applications …

An improved one-stage pedestrian detection method based on multi-scale attention feature extraction

J Ma, H Wan, J Wang, H Xia, C Bai - Journal of Real-Time Image …, 2021 - Springer
In recent years, the performance of the convolutional neural network-based pedestrian
detection method has improved significantly. However, an imbalance remains between …

[HTML][HTML] Survey of pedestrian detection with occlusion

C Ning, L Menglu, Y Hao, S Xueping… - Complex & Intelligent …, 2021 - Springer
Pedestrian detection is widely applied in surveillance, autonomous robotic navigation, and
automotive safety. However, there are many occlusion problems in real life. This paper …

Design guidelines on deep learning–based pedestrian detection methods for supporting autonomous vehicles

A Boukerche, M Sha - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Intelligent transportation systems (ITS) enable transportation participants to communicate
with each other by sending and receiving messages, so that they can be aware of their …