Neural Network Based Intelligent Traffic System

BM Saathvik, V Gupta, A Kedia, L Asawa… - 2021 11th IEEE …, 2021 - ieeexplore.ieee.org
As years pass by, population and vehicular mobility in most of the cities are rapidly growing
which leads to a lot of traffic congestion at junctions. This also makes lots of emergency …

Intelligent traffic management for emergency vehicles using convolutional neural network

S Deepajothi, DP Rajan, P Karthikeyan… - 2021 7th …, 2021 - ieeexplore.ieee.org
The structure of the road network and the rapid growth of urbanization are becoming
increasingly complex. The intersection delay is the main factor that affects the productivity of …

Vehicle Detection Using Deep Learning Method and Adaptive and Dynamic Automated Traffic System via IoT Using Surveillance Camera

N Arman, SR Hasan, MR Abedin - Proceedings of International …, 2023 - Springer
Internet of things (IoT) means the interconnection of various devices where each electrical
and mechanical device, be it a fan or a light bulb or even a car, are connected to each other …

Traffic Management System Using AI and IoT

P Geda, S Motade - Advances in Micro-Electronics, Embedded Systems …, 2022 - Springer
Traffic congestion has become a major issue nowadays. Not only in metro cities even in
small cities this traffic congestion is a big problem. Therefore, we have required an intelligent …

Smart traffic system using traffic ow models

A Kamdar, J Shah - … on artificial intelligence and smart systems …, 2021 - ieeexplore.ieee.org
In today's world, one of the biggest issues faced by transportation is related to roadway
traffic. While developments are focused on improving the vehicles and making them more …

Role of swarm intelligence and artificial neural network methods in intelligent traffic management

UK Lilhore, S Simaiya, P Ghosh, A Garg… - Machine Learning and …, 2022 - Springer
An increase in the volume of vehicles in metropolitan areas increases various issues, ie,
traffic jams, pollution, parking issues, noise, security, and accidental causes. Heavy traffic …

Traffic management system using IoT technology-A comparative review

O Avatefipour, F Sadry - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
With an ever-increasing population growth in cities around the world, continuous production
of all kinds vehicles by manufacturers, and the number of vehicles on the roads will only …

Traffic density classification for multiclass vehicles using customized convolutional neural network for smart city

D Mane, R Bidwe, B Zope, N Ranjan - Communication and Intelligent …, 2022 - Springer
Building a traffic monitoring system for intelligent transportation systems (ITS) in the
developing smart cities has drawn in a mass of consideration in the latest past. Since the …

Intelligent traffic control system using deep learning

I Malar, K Jeevitha, R Keerthi, R Mahalashmi - ECS Transactions, 2022 - iopscience.iop.org
Traffic congestion and regulating traffic in traffic signals are major issues in cities.
Nowadays, in most of the cities, Traffic Management Centres installed numerous cameras all …

Controlling Emergency Vehicles During Road Congestion—A Survey and Solution

S Ghosal, T Chatterjee - … in Pattern Recognition: Proceedings of CIPR …, 2020 - Springer
A substantial amount of time is wasted away during traffic which occurs due to the
unsteadiness of traveling circumstances. Traffic congestion is both recurring and non …