Vision-based traffic sign detection and recognition systems: Current trends and challenges

SB Wali, MA Abdullah, MA Hannan, A Hussain… - Sensors, 2019 - mdpi.com
The automatic traffic sign detection and recognition (TSDR) system is very important
research in the development of advanced driver assistance systems (ADAS). Investigations …

[PDF][PDF] Augmentation for Small Object Detection

M Kisantal - arXiv preprint arXiv:1902.07296, 2019 - csitcp.org
In recent years, object detection has experienced impressive progress. Despite these
improvements, there is still a significant gap in the performance between the detection of …

[HTML][HTML] Digitizing and inventorying traffic control infrastructures: A review of practices

M Li, X Li, D Wu, L Zou, X Huang - Transportation research interdisciplinary …, 2023 - Elsevier
Transportation planning, management, and operation rely heavily on effective road asset
management. As a crucial component of road assets, traffic control infrastructures (TCIs) …

基于深度学习的小目标检测算法综述.

刘洋, 战荫伟 - Journal of Computer Engineering & …, 2021 - search.ebscohost.com
随着人工智能技术的发展, 深度学习技术在人脸识别, 行人检测, 无人驾驶等领域得到了广泛的
应用. 而目标检测作为机器视觉中最基本, 最具有挑战性的问题之一, 近年来受到了广泛的关注 …

Real-time (vision-based) road sign recognition using an artificial neural network

KT Islam, RG Raj - Sensors, 2017 - mdpi.com
Road sign recognition is a driver support function that can be used to notify and warn the
driver by showing the restrictions that may be effective on the current stretch of road …

复杂环境下的交通标志检测与识别方法综述.

陈飞, 刘云鹏, 李思远 - Journal of Computer Engineering & …, 2021 - search.ebscohost.com
交通标志检测与识别是无人驾驶三大模块中环境感知的研究热点之一, 检测和识别交通标志可以
向无人车传递道路交通信息, 优化行车决策. 在暴雨, 大雾以及光线昏暗等复杂环境下 …

Two‐stage traffic sign detection and recognition based on SVM and convolutional neural networks

A Hechri, A Mtibaa - IET Image Processing, 2020 - Wiley Online Library
Nowadays, traffic sign recognition is the most important task of advanced driver assistance
systems since it improves the safety and comfort of drivers. However, it remains a …

Traffic light and sign detection for autonomous land vehicle using Raspberry Pi

D Priyanka, K Dharani, C Anirudh… - 2017 International …, 2017 - ieeexplore.ieee.org
This work aims to implement traffic light and sign detection using Image processing
technique for an autonomous and vehicle. Traffic Sign Recognition system is used to …

CLFNet: a multi-modal data fusion network for traffic sign extraction

R Liu, Z Su, Y Zhang, M Li - Measurement Science and …, 2024 - iopscience.iop.org
When using image data for signage extraction, poor visibility conditions such as insufficient
light, rainy days, and low light intensity are encountered, leading to low accuracy and poor …

An Algorithm for Container Lead Sealing Detection

R Cao, Q Liu, G Zhang - SN Computer Science, 2023 - Springer
Lead seal inspection is an important process in container loading and unloading operations.
The traditional method is manual inspection. When loading and unloading efficiency are …