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Improving transport users' safety is one of the main priorities of research into transport system attractiveness.
Level crossings are one of the most critical weak point involving road and rail users' infrastructure. They have become
increasingly dangerous and unsafe due to road and railway users' behavior. Furthermore, rail and highway safety
professionals from several countries must deal with the same subject: providing safer level crossing. Actions are planned
in order to exchange and share knowledge on existing level crossings technologies between academic organizations and
industrial operators, and provide experiments for improving the management of level crossing safety and performance.
This has enabled us to discuss sharing knowledge gained from research in order to improve safety at level crossings. This
article provides research results about possible technological solutions to reduce the number of accidents at level
crossings. As a main contribution is that we discuss and prove the effectiveness of the use of video sensing for object
detection. Furthermore, we have tested and adapted a robust technique for moving object detection, which is followed by
a new approach for 3D object localization.