معرفی
Farzeen Munir is a Postdoctoral Researcher at Aalto University's Department of Electrical Engineering and Automation, affiliated with the Mobile Robotics research group. Their work bridges robotics, computer vision, and biomedical signal processing.
- University: Aalto University
- Department: Department of Electrical Engineering and Automation
- Role: Researcher
- Email: farzeen.munir@aalto.fi
Research Interests: Focus on robotics, autonomous driving, and machine learning. Key areas include:
- Pedestrian intent and trajectory prediction
- Multimodal sensor fusion (LiDAR, radar, thermal imaging)
- Deep learning for vehicle control and perception
- Domain adaptation in vision transformers
- Biomedical applications of evolutionary-neural systems
Publication Trends: Recent work emphasizes context-aware models for autonomous driving, thermal imaging in low-light environments, and hybrid neural architectures combining attention mechanisms with domain adaptation. Collaboration spans AI, robotics, and biomedical engineering.
Research Groups: Active in Aalto University's Mobile Robotics group, focusing on perception-action loops and real-world system validation.
