Osamu Yamashita
Papers
3
Total Citations
10
H-Index
2
About
Osamu Yamashita’s research career has been defined by pioneering advances in 3D object localization and robotic automation for critical infrastructure, particularly in electric power distribution systems. His work focuses on developing robust computer vision methods that enable mobile robots to perceive and interact with their environment with minimal human intervention. A key contribution is his development of a 3D object-localization technique using local Extended Gaussian Images (EGI) and 3D models combined with M-estimators, a robust statistical method that reduces the impact of outliers in range data. This approach, detailed in his most-cited 2003 paper (5 citations), was designed to automate positional adjustments for tele-operated robots. Yamashita’s research directly supported the development of dual-armed mobile robots for Kyushu Electric Power Company, aiming to reduce the demanding workload on human operators in hazardous tasks like insulator maintenance. By applying 3D template matching from multiple range images and mesh models, his methods provided the foundational perception capabilities needed for these robots to operate more autonomously in complex, real-world distribution systems.
Research Focus
Key Achievements
Top Papers
- 1Object recognition using local EGI and 3D models with M-estimators5 citations · 2003
- 2
- 3