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52550
  
  

  8
Feb
2022
Research Results
Railroad Trespass Detection Using Deep Learning-Based Computer Vision
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation,
                    Grade Crossing Technology,
                    Highway-Rail Grade Crossings

**Keywords:** Automated railroad trespass detection, artificial intelligence, AI, machine learning, railroad trespassing, grade crossing violations, railroad safety
**Abstract:** FRA has sponsored research to develop an AI software application for automating the detection of grade crossing violations and trespassing activities from static camera feeds...
Report Number
              RR 22-04

  Office
              RDI-23
    16
Apr
2021
Research Results
Automated Video Inspection System for Grade Crossing Safety
Author
          Federal Railroad Administration

Subject
                    Artificial Intelligence,
                    Grade Crossing Pedestrian Safety,
                    Grade Crossing Technology

**Keywords:** VisioStack, RailLinks, artificial intelligence, forward-facing video, grade crossing safety
**Abstract:** FRA sponsored a Small Business Innovation Research (SBIR) task to help reduce incidents at highway-rail crossings and improve the safety of both vehicles and pedestrians.
Report Number
              RR 21-05

  Office
              RDI-21
    17
Dec
2020
Technical Reports
Driver Behavior at Highway-Rail Grade Crossings Using NDS and Driving Simulators
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings,
                    Human Factors

**Keywords:** Grade crossing, traffic control device, average annual daily traffic, Federal Highway Administration, Federal Railroad Administration, vehicle miles traveled, freight train miles
**Abstract:** Researchers used both naturalistic driving and simulator data to evaluate driver behavior at grade crossings. Most drivers did not look for trains or prepare to stop regardless...
Report Number
              DOT/FRA/ORD-20/47

  Office
              RDI-24
    26
Oct
2020
Research Results
Gate Skirts Research at a Highway-Rail Grade Crossing in Ramsey, NJ
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Pedestrian Safety,
                    Highway-Rail Grade Crossings

**Keywords:** Pedestrian gates, gate skirts, grade crossing, railroad safety
**Abstract:** Gate skirts installed at a grade crossing in New Jersey showed a positive pedestrian safety benefit.
Report Number
              RR 20-20

  Office
              RDI-23
    1
Oct
2020
Technical Reports
New Model for Highway-Rail Grade Crossing Accident Prediction and Severity
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings

**Keywords:** New Model for Highway-Rail Grade Crossing Accident Prediction and Severity
**Abstract:** FRA sponsored a research project to develop a new Accident Prediction and Severity Model for highway-rail grade crossings.
Report Number
              DOT/FRA/ORD-20/40

  Office
              RDI-23

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