Ovidiu MAGHEAR
Romania
Technology Trends in AI for Self-Driving Cars
This talk presents the evolution of AI-based perception systems for autonomous driving, from early rule-based methods to modern multi-sensor, deep learning architectures. It covers key technological shifts including multi-task neural networks, self-supervised learning, and foundation models, highlighting their role in enabling scalable and robust 360° perception. The presentation discusses current challenges and emphasizes the need for continuous innovation and strong collaboration between research and industry to advance autonomous systems.
Biography
As the Head of Perception and End-to-End AI in Automotive, Ovidiu Maghear leads the strategic vision and execution for advanced perception systems and fully integrated AI solutions that power safe, reliable, and scalable autonomous vehicles. With deep expertise in computer vision, sensor fusion, machine learning, and real-world system deployment, he drives cross-functional teams to innovate at the intersection of research and production-grade engineering.