Traffic Accident Detection
4 papers with code • 3 benchmarks • 3 datasets
Most implemented papers
Unsupervised Traffic Accident Detection in First-Person Videos
Recognizing abnormal events such as traffic violations and accidents in natural driving scenes is essential for successful autonomous driving and advanced driver assistance systems.
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Crowdsourcing platforms such as Waze provides an opportunity to develop a rapid, `proactive' approach to collect data about incidents through crowd-generated observational reports.
Deep Representation of Imbalanced Spatio-temporal Traffic Flow Data for Traffic Accident Detection
Automatic detection of traffic accidents has a crucial effect on improving transportation, public safety, and path planning.
ROCO: A Roundabout Traffic Conflict Dataset
With the traffic conflict data collected, we discover that failure to yield to circulating vehicles when entering the roundabout is the largest contributing reason for traffic conflicts.