Vision-based traffic accident detection and anticipation: A survey

J Fang, J Qiao, J Xue, Z Li - … on Circuits and Systems for Video …, 2023 - ieeexplore.ieee.org
Traffic accident detection and anticipation is an obstinate road safety problem and
painstaking efforts have been devoted. With the rapid growth of video data, Vision-based …

An IoT‐Based Automatic Vehicle Accident Detection and Visual Situation Reporting System

S Aslam, S Islam, N Nigar, SA Ajagbe… - Journal of Advanced …, 2024 - Wiley Online Library
Road accidents are a major cause of injuries and deaths worldwide. Many accident victims
lose their lives because of the late arrival of the emergency response team (ERT) at the …

Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos

S Jaradat, M Elhenawy, HI Ashqar… - IEEE Open Journal of …, 2025 - ieeexplore.ieee.org
Near-miss traffic incidents, positioned just above" unsafe acts" on the safety triangle theory,
offer crucial predictive insights for preventing crashes. However, these incidents are often …

[PDF][PDF] Traffic Incident Detection and Analysis from Arabic Social Media Text Content Based on CNN-LSTM and Contextual Embedding

RN Badwan - 2023 - philadelphia.edu.jo
Traffic Congestion is a major challenge for many large cities worldwide, and traffic incidents
is one of the main reasons of it as well they could cause significant proportions of injuries …

[PDF][PDF] IOT-BASED SYSTEM FOR AUTOMATED ACCIDENT DETECTION

AA Borale, SD Sonawane, VA Mhaske, US Dongre… - ijprems.com
The rapid rise of technology and infrastructure has made our lives easier. The high demand
of automobiles has also increased the traffic hazards and road accidents. Life of the people …