Accurate visual localization experiment for running train vehicle through ego-vision

The advancement of next-generation railway technologies critically depends on the development of low-cost, easily deployable, and self-contained systems for continuous positioning. In response, this work presents a novel visual localization framework that is systematically designed and rigorously analyzed. The feasibility and scalability of this approach are demonstrated through the largest domestic trial of its kind conducted to date.