Litcius/Paper detail

Road Accident Detection Using Machine Learning

Bharath Kumar S M, Abdhul Basit, Kiruba MB, R Giridharan, Keerthana SM

20212021 International Conference on System, Computation, Automation and Networking (ICSCAN)25 citationsDOI

Abstract

Preventing or detecting the car accidents involves lots of studies and researches. In this case, most of the researches includes detecting objects which may or might result in accident. In the system we proposed, a system is designed in such a case that it detects when the accident happens and it will be gone through. This proposed system will gather appropriate information from vehicles that are adjacent to each other and process the data with the help of machine learning tools which are used to detect accidents that are possible to happen. Machine learning techniques has given success on differentiating abnormal behaviors than normal behaviors. The system's main goal is to examine behavior of the traffic and consider the vehicles that move to different than the present traffic as an road accident.

Topics & Concepts

Accident (philosophy)Computer scienceProcess (computing)Traffic accidentRoad accidentArtificial intelligenceMachine learningTransport engineeringEngineeringPhilosophyOperating systemEpistemologyTraffic Prediction and Management TechniquesAnomaly Detection Techniques and ApplicationsAutomated Road and Building Extraction