A machine learning framework for automated accident detection based on multimodal sensors in cars

H Hozhabr Pour, F Li, L Wegmeth, C Trense, R Doniec… - Sensors, 2022 - mdpi.com
Identifying accident patterns is one of the most vital research foci of driving analysis.
Environmental or safety applications and the growing area of fleet management all benefit …

Accident prevention and safety assistance using IOT and machine learning

S Uma, R Eswari - Journal of Reliable Intelligent Environments, 2022 - Springer
Transportation is playing a vital role in our daily life and its development has made many of
our chores much easier. But in recent years, driver drowsiness, distractions, and speed limit …

An attention-guided multistream feature fusion network for early localization of risky traffic agents in driving videos

MM Karim, Z Yin, R Qin - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Detecting dangerous traffic agents in videos captured by vehicle-mounted dashboard
cameras (dashcams) is essential to ensure safe navigation in complex environments …

Prediction of road accidents using machine learning technique

S Alagarsamy, M Malathi, M Manonmani… - 2021 5th …, 2021 - ieeexplore.ieee.org
The statistics of the World Health Organization (WHO) adage that in India, more than
150,000 people lost their life due reason of road accidents and in the world, per year, nearly …

Tap: Traffic accident profiling via multi-task spatio-temporal graph representation learning

Z Liu, Y Chen, F Xia, J Bian, B Zhu, G Shen… - ACM Transactions on …, 2023 - dl.acm.org
Predicting traffic accidents can help traffic management departments respond to sudden
traffic situations promptly, improve drivers' vigilance, and reduce losses caused by traffic …

Realtime accident detection and alarm generation system over IoT

SB Goyal, P Bedi, J Kumar, Ankita - … Technologies in the Internet of Things …, 2022 - Springer
In the recent scenario, there is a drastic improvement in transportation, infrastructure, and
communication technology which increases the number of commercial as well as non …

An Enhanced Smart Intelligent Detecting and Alerting System for Industrial Gas Leakage using IoT in Sensor Network

GA Senthil, P Suganthi, R Prabha… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
Leakage of any type of gas has emerged as a hazard in recent years, whether in a typical
workplace, boiler, a commercial setting, a café, or a canteen, industries natural gas, coal …

An intelligent microprocessor integrating TinyML in smart hotels for rapid accident prevention

A Zacharia, D Zacharia, A Karras… - 2022 7th South-East …, 2022 - ieeexplore.ieee.org
In the modern era of Internet of Things (IoT) and Industry 4.0 there is a growing need for
intelligent microcontrollers that can collect, sense and analyse data effectively and …

Automatic traffic accident detection system using ResNet and SVM

AK Agrawal, K Agarwal, J Choudhary… - … on Research in …, 2020 - ieeexplore.ieee.org
The rate of road accidents has increased to a large extent over the last few years. This has
eventually resulted in a huge loss of lives and property. Hence, the need of the hour has …

Design and Implementation of a System for Vehicle Accident Reporting and Tracking

VD Gowda, A Sharma, AS Naik… - 2022 7th …, 2022 - ieeexplore.ieee.org
Population growth and per capita income have contributed to increasing vehicle ownership
and presence on roads worldwide. Increasing traffic on roads is one of the prime causes of …