The presentation provides an overview of a study exploring how different lighting conditions, angles of approach, train sizes, and visual cues impact perception accuracy. Additionally, the research will investigate the role of technological enhancements such as improved signage, lighting, and auditory warnings in mitigating depth perception errors.