Masataka Ozaki
Papers
5
Total Citations
57
H-Index
4
About
Masataka Ozaki is a robotics researcher whose work centers on autonomous mobile systems, multi-robot coordination, and human-aware perception in outdoor environments. His most significant contributions lie in the development of laser-based pedestrian tracking systems that leverage cooperative networks of mobile robots to reliably detect and follow people in complex, real-world settings. Ozaki's research consistently employs a sophisticated combination of occupancy-grid-based detection, Kalman filtering, and Global Nearest Neighbor data association to achieve robust pedestrian localization — challenges that are considerably harder outdoors than in controlled indoor spaces. A particularly notable aspect of his work is the integration of outdoor SLAM (Simultaneous Localization and Mapping) into multi-robot pedestrian tracking, allowing robots to maintain spatial awareness while collaboratively monitoring moving individuals across wider areas. His most-cited paper on this topic has accumulated 29 citations, with related works collectively representing a focused and progressive research program refining the same core system across multiple publications between 2011 and 2012. For students and researchers working in human-robot interaction, autonomous navigation, or surveillance robotics, Ozaki's contributions offer a foundational methodology for building cooperative robot teams capable of perceiving and tracking people in demanding outdoor scenarios.
Research Focus
Key Achievements
Top Papers
- 1
- 2
- 3
- 4Laser-based people tracking by multiple mobile robots4 citations · 2011
- 5Laser-Based Pedestrian Tracking by Multi-Mobile Robots2 citations · 2012