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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
    1
Oct
2002
Technical Reports
Determination of a Sound Level for Railroad Horn Regulatory Compliance
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings,
                    USDOT National Highway-Rail Crossing Inventory

**Keywords:** Train Horn Rule and Quiet Zones
**Abstract:** This paper examines ways to determine the sound level required for drivers to detect a railroad horn to support rulemaking regarding the use of horns at grade crossings.
Report Number
              DOT/FRA/ORD-03/28
    1
Apr
1995
Technical Reports
Nationwide Study of Train Whistle Bans
Author
          FRA

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings,
                    Train Horn Noise

**Keywords:** Guidance on the Quiet Zone Creation Process
**Abstract:** A national study examined the accident histories of grade crossings with whistle bans. Findings suggest that whistle bans increase the risk of accidents at crossings.
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