Abstract
The driver assistance systems for partial or full automation of the vehicle are systems that help in decision making and have an important role in traffic safety and efficiency. Such systems require robust perception system that should be able to handle occlusions and complex urban scenarios in order to allow the vehicle understanding about the environment where it is navigating. Therefor…