Real-Time Risk Prediction at Signalized Intersection Using Graph Neural Network [Webinar]

Sarkar, Abhijit; Sonth, Akash; Bhagat, Hirva; Jain, Sparsh; Doerzaph, Zachary

i

Real-Time Risk Prediction at Signalized Intersection Using Graph Neural Network [Webinar]

Supporting Files

2023-10-01
By Sarkar, Abhijit ; Sonth, Akash ; Bhagat, Hirva ; ...

File Language:

English

Details

Creators:

Sarkar, Abhijit ; Sonth, Akash ; Bhagat, Hirva ; Jain, Sparsh ; Doerzaph, Zachary
Corporate Creators:

Safety through Disruption (Safe-D) University Transportation Center (UTC) ; Virginia Tech Transportation Institute
Corporate Contributors:

United States. Department of Transportation. University Transportation Centers (UTC) Program ; United States. Department of Transportation. Office of the Assistant Secretary for Research and Technology
Subject/TRT Terms:

Cameras Computer Vision Crash Causes Highway Safety Intersections Neural Networks Traffic Delays
Resource Type:

Presentations
Geographical Coverage:

United States
Corporate Publisher:

Safety through Disruption (Safe-D) University Transportation Center (UTC)
Abstract:

Sarkar, A. & Sonth, A. (2023, October 24). Real Time Risk Prediction at Signalized Intersection Using Graph Neural Network. Webinar SafeD Virtual Webinar. Includes PDF of PowerPoint slides and link to YouTube video of webinar.
Format:

PDF
Funding:

69A3551747115
Collection(s):

University Transportation Centers
Main Document Checksum:

urn:sha-512:94a228427f3d005c9c0762a76ad47461ac3fe8cbfecd5dc1d39e65d823a041760d2e42d8d38496c9e064320519a870b22bfc9be6e8af2658550cf687af972f64
Download URL:

https://rosap.ntl.bts.gov/view/dot/73421/dot_73421_DS1.pdf
File Type:

[PDF - 7.73 MB ]

YouTube Presentation

Download bin

Real-time Risk Prediction at Signalized Intersections Using a Graph Neural Network [Report]

Intersection-related traffic crashes and fatalities are major concerns for road safety. This project aimed to understand the major causes of conflicts ...

Sonth, Akash

;

Sarkar, Abhijit
Real-Time Risk Prediction at Signalized Intersection Using Graph Neural Network [supporting dataset]

Dataset

Intersection-related traffic crashes and fatalities are major concerns for road safety. This project aimed to understand the major causes of conflicts ...

Sonth, Akash

;

Xu, Yanchao
Role of Artificial Intelligence in Automated Driving Systems

Results from "Real-time Risk Prediction at Signalized Intersections Using a Graph Neural Network" project were used to develop course module in the Vi ...

Sarkar, Abhijit

File Language:

English

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