An international group of scientists has published a paper in the journal Green Energy and Intelligent Transportation, summarizing a comprehensive review of deep transfer learning for intelligent vehicle perception.
In recent years, perception has been viewed as a critical component in intelligent vehicles for precise localization, safe motion planning, and robust control. The perception system provides intelligent vehicles with immediate environmental information about surrounding pedestrians, vehicles, traffic signs, and other items and helps to avoid possible collisions.