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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
    11
May
2016
Research Results
Analysis of Grade Crossing Accidents Resulting in Injuries and Fatalities
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation

**Keywords:** Highway-rail grade crossings, railroad, crossings, accidents, injuries, fatalities, predictions, predictive model, human factors
**Abstract:** This report describes trends and correlations from an analysis of highway-rail grade crossing accidents between 2005 and 2014, which can be used in future predictive modeling...
Report Number
              RR 16-10

  Office
              RDI-23
    1
Dec
2011
Research Results
Success Factors in the Reduction of Highway-Rail Grade Crossing Incidents
Author
          Leonard W. Allen III

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

**Keywords:** Highway-rail grade crossing, success factors, incident reduction, safety
**Abstract:** This study examined the decrease in highway-rail grade crossing incidents between 1994 and 2007 and identifies 5 success factors that accounted for 80% of this decrease.
Report Number
              RR11-28

  Office
              RDI-23
    1
Dec
2011
Research Results
Data Analysis of Grade Crossing Incidents
Author
          Leonard W. Allen III

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

**Keywords:** Grade crossing, traffic moment, exposure, incident rate, safety, safety statistics
**Abstract:** Traffic movement (TM) is a measure of train and vehicle traffic used to calculate incident rates. This analysis used TM to examine grade crossing incidents from 1989-2008....
Report Number
              RR11-27

  Office
              RDI-23
    1
Nov
2009
Research Results
North Carolina Department of Transportation's "Sealed Corridor" Assessment - Phase IV
Author
          Leonard W. Allen III

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

**Keywords:** Sealed Corridor, private grade crossing, grade crossing improvements, safety benefits
**Abstract:** This report assesses Phase IV of North Carolina's Sealed Corridor program, which closed or added warning devices to 44 private crossings from 1990 to 2008.
Report Number
              RR09-21

  Office
              RDI-21 U.S. DEPARTMENT OF TRANSPORTATION

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