Papers
14
Total Citations
555
H-Index
8
About
Norbert M. Schmitz is a multidisciplinary robotics and human-machine interaction researcher whose work spans motion tracking, social robotics, and autonomous systems. He is perhaps best known for his highly influential 2017 survey on inertial sensor-based motion tracking, which has accumulated over 355 citations and remains a foundational reference for researchers leveraging IMUs as cost-effective alternatives to optical motion capture systems, particularly for upper limb human movement analysis. A significant thread of Schmitz's career has focused on humanoid robotics and socially intelligent machines, notably through his contributions to the ROMAN robot platform. His work on emotional architecture, facial expression recognition, and audio perception systems for ROMAN helped advance the field of natural human-robot communication, reflecting his belief that non-verbal interaction is critical to effective robotic assistance. These efforts culminated in broader frameworks addressing emotion-based architectures and visual emotion detection for intuitive man-machine interfaces. Schmitz has also explored collaborative environments involving humans, robots, and virtual agents, as well as simulation frameworks designed to rigorously test human-robot interaction scenarios. Earlier work on fault-tolerant outdoor vehicle localization demonstrates his grounding in robust sensor fusion methods. Collectively, his research has meaningfully shaped how autonomous and social robotic systems perceive, communicate with, and adapt to human users.
Research Focus
Key Achievements
Top Papers
- 1
- 2Emotional Architecture for the Humanoid Robot Head ROMAN64 citations · 2007
- 3Towards Social Robots: Designing an Emotion-Based Architecture33 citations · 2011
- 4
- 5Visual-Based Emotion Detection for Natural Man-Machine Interaction21 citations · 2008
- 6Fault-Tolerant 3D Localization for Outdoor Vehicles16 citations · 2006
- 7A Simulation Framework for Human-Robot Interaction10 citations · 2010
- 8Mechatronics of the Humanoid Robot ROMAN10 citations · 2007
- 9Development of a Simulated Environment for Human-Robot Interaction4 citations · 2011
- 103D Audio Perception System for Humanoid Robots4 citations · 2009