Papers
28
Total Citations
248
H-Index
9
About
Sorin Grigorescu is a robotics and computer vision researcher whose work centers on assistive and service robotics, machine vision architectures, and human-machine interaction. He is perhaps best known for his contributions to the FRIEND robotic system — a sophisticated assistive platform designed to support elderly individuals and people with disabilities in domestic and professional settings. His most-cited work (71 citations) introduced a Brain-Computer Interface control framework for FRIEND, enabling quadriplegic users to operate a robotic assistant through neural signals alone, representing a landmark achievement at the intersection of rehabilitation engineering and autonomous robotics. Grigorescu's broader research portfolio reflects a consistent commitment to robust visual perception under real-world conditions. His ROVIS vision architecture introduced closed-loop feedback mechanisms between visual subsystems and the broader robot control framework, significantly improving object recognition reliability under variable illumination and environmental complexity. He further advanced 3D object reconstruction and superquadric-based surface estimation to enable reliable autonomous grasping. More recently, his work has expanded into self-supervised learning for mobile robot path planning, as demonstrated by the OctoPath framework. With over 190 cumulative citations across his key publications, Grigorescu's research has meaningfully shaped the development of intelligent, perception-driven robotic systems for real-world assistive applications.
Research Focus
Key Achievements
Top Papers
- 1
- 2Robust camera pose and scene structure analysis for service robotics23 citations · 2011
- 3ROVIS: Robust machine vision for service robotic system FRIEND16 citations · 2009
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- 10Robust Machine Vision for Service Robotics8 citations · 2010