On-road object detection and tracking based on radar and vision fusion: A review

X Tang, Z Zhang, Y Qin - IEEE Intelligent Transportation …, 2021 - ieeexplore.ieee.org
Environment perception, one of the most fundamental and challenging problems of
autonomous vehicles (AVs), has been widely studied in recent decades. Due to inferior fault …

Scaling up face masks detection with YOLO on a novel dataset

A Kumar, A Kalia, K Verma, A Sharma, M Kaushal - Optik, 2021 - Elsevier
Face mask detection is a challenging research problem of computer vision because of the
small sized area of face mask. The unavailability of proper datasets makes this problem …

Real-time vehicle classification and tracking using a transfer learning-improved deep learning network

B Neupane, T Horanont, J Aryal - Sensors, 2022 - mdpi.com
Accurate vehicle classification and tracking are increasingly important subjects for intelligent
transport systems (ITSs) and for planning that utilizes precise location intelligence. Deep …

A hybrid tiny YOLO v4-SPP module based improved face mask detection vision system

A Kumar, A Kalia, A Sharma, M Kaushal - Journal of Ambient Intelligence …, 2023 - Springer
Law offenders take advantage of face masks to conceal their identities and in the present
time of the COVID-19 pandemic wearing face masks is a new norm which makes it a …

A lightweight Tiny-YOLOv3 vehicle detection approach

A Taheri Tajar, A Ramazani… - Journal of Real-Time …, 2021 - Springer
In recent years, vehicle detection from video sequences has been one of the important tasks
in intelligent transportation systems and is used for detection and tracking of the vehicles …

A review of one-stage detection algorithms in autonomous driving

J Fan, T Huo, X Li - 2020 4th CAA International Conference on …, 2020 - ieeexplore.ieee.org
With the deep research on autonomous driving, the target detection algorithms based on 2D
images have become a hot topic in recent years. In this paper, we mainly study the six …

深度学习中的单阶段小目标检测方法综述.

李科岑, 王晓强, 林浩, 李雷孝… - Journal of Frontiers …, 2022 - search.ebscohost.com
随着深度学习的不断发展, 目标检测技术逐步从基于传统的手工检测方法向基于深度神经网络的
检测方法转变. 在众多基于深度学习的目标检测方法中, 基于深度学习的单阶段目标检测方法因 …

[HTML][HTML] Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices

A Kumar, T Kashiyama, H Maeda, H Omata… - ISPRS Journal of …, 2022 - Elsevier
Traffic flow estimation is required for road infrastructure management tasks such as road
development planning, routing, and navigation. Determining traffic flow on a citywide scale …

Rapid target detection of fruit trees using UAV imaging and improved light YOLOv4 algorithm

Y Zhu, J Zhou, Y Yang, L Liu, F Liu, W Kong - Remote Sensing, 2022 - mdpi.com
The detection and counting of fruit tree canopies are important for orchard management,
yield estimation, and phenotypic analysis. Previous research has shown that most fruit tree …

A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models

MŞ Gündüz, G Işık - Journal of Real-Time Image Processing, 2023 - Springer
As seen in the COVID-19 pandemic, one of the most important measures is physical
distance in viruses transmitted from person to person. According to the World Health …