Research on Pedestrian Detection and Recognition Based on Improved YOLOv6 Algorithm

Z Sun, B Chen - International Conference on Artificial Intelligence in …, 2022 - Springer
Pedestrian detection is a technology that uses computer vision to determine whether there
are pedestrians passing by in the video sequence or pictures, and realizes the positioning of …

Research on Deep Learning-Based Vehicle and Pedestrian Object Detection Algorithms

X Zhang, H Huang, J Yang… - … Archives of the …, 2024 - isprs-archives.copernicus.org
As urbanization accelerates, traffic congestion and frequent accidents have become
prominent issues, prompting the development of intelligent transportation systems. This …

Research on Pedestrian Detection Algorithm Based on MobileNet‐YoLo

L Liu, C Ke, H Lin, H Xu - Computational intelligence and …, 2022 - Wiley Online Library
To address the problem that large pedestrian detection networks cannot be directly applied
to small device scenarios due to the heavyweight and slow detection speed, this paper …

A Coord-Aware Transformer for Pedestrian Fall Detection

H Zheng, E Hou, Y Jiang, Z Shen… - 2023 China …, 2023 - ieeexplore.ieee.org
The detection of fallen pedestrians is one of the key problems in automatic driving. Due to
complex road conditions, the detection of fallen pedestrians during driving is still challenging …

Research on Lightweight Pedestrian Detection Method Based on YOLO

K Du, Q Zhao, R Jing, L Zhao, S Hu, S Song… - … and Enhanced Learning, 2023 - Springer
Aiming at the problems of large size, high calculation cost and slow detection speed of
current pedestrian detection models, this paper proposes a lightweight improved pedestrian …

[PDF][PDF] An improved network for pedestrian-vehicle detection based on YOLOv7

Z Chen, X Chen, K Ren - Proceedings of International …, 2023 - alife-robotics.co.jp
With the continuous development and improvement of information technology, target
detection has gradually attracted people's attention. Therefore, object detection has become …

Comparative analysis of YOLO and transformers for pedestrian detection

YX Wong - 2024 - dr.ntu.edu.sg
This report aims to study and compare the performance of two state-of-the-art real-time
object detectors–YOLOv8 (You Only Look Once, 8th version) and RT-DETR (Real-Time …

Autonomous pedestrian detection for crowd surveillance using deep learning framework

N Thakur, P Nagrath, R Jain, D Saini, N Sharma… - Soft Computing, 2023 - Springer
Pedestrian detection is crucial for crowd surveillance applications and cyber-physical
systems that can deliver timely and sophisticated solutions, especially with applications like …

Implementation of occluded pedestrian detection method based on improved YOLOv5 in ROS platform

Q Su, G Liu, Y Zhang, P Wang… - 2023 7th International …, 2023 - ieeexplore.ieee.org
In this paper, we propose an improved YOLOv5 pedestrian detection algorithm to solve the
problems of target missing and low accuracy in the ROS platform. By adding a small …

[PDF][PDF] Child Detection Model Using YOLOv5

A Tahir, SKA Khalid, LM Fadzil - Journal of Soft Computing and Data …, 2023 - core.ac.uk
Closed-circuit television (CCTV) surveillance systems have been installed in public
locations to search for missing children and fight crime. The Penang City Council has …