Gijs Dubbelman

Gijs Dubbelman is an Associate Professor at Eindhoven University of Technology's Department of Electrical Engineering, leading the Mobile Perception Systems (MPS) lab within the Signal Processing Systems (SPS) group. His research focuses on AI-driven perception systems for autonomous vehicles and mobile robots, emphasizing computer vision and machine learning applications like efficient vision transformers and learnable Birds-Eye-View representations.

Education:

• BSc in Information and Communication Technology (University of Amsterdam)
• MSc in Artificial Intelligence (cum laude, University of Amsterdam)
• PhD in Artificial Intelligence (University of Amsterdam, 2011)

Research Interests:

• Semantic segmentation and domain adaptation techniques
• Efficient vision models for autonomous systems
• Multi-sensor fusion for perception
• Applications in self-driving vehicles and robotics

Key Collaborations:

• Field Robotics Center, Carnegie Mellon University (2011–2012)
• National Robotics Engineering Center (NREC)
• Carnegie Mellon University Qatar

Teaching: Courses include Advanced Automotive Sensing, Data Fusion & Semantic Interpretation, and Smart Vehicles. His educational activities emphasize integrating deep learning with automotive sensing challenges.

Labs & Teams:

• Mobile Perception Systems Lab (MPS)
• EAISI Foundational & Mobility groups