Papers
26
Total Citations
727
H-Index
11
About
Alex Zelinsky is a pioneering robotics researcher whose work spans mobile robotics, computer vision, and autonomous systems. Best known for his landmark 2007 paper on complete coverage path planning for mobile robots—which has garnered over 300 citations—Zelinsky tackled one of the field's most practical challenges: enabling robots to systematically navigate and cover unstructured environments, a capability critical for applications ranging from domestic cleaning to search-and-rescue operations. His contributions extend across an impressive breadth of robotics subdisciplines. He advanced human-robot interaction through real-time face tracking systems and Programming by Demonstration techniques that allow non-expert users to intuitively instruct robots. His work on stereo active vision, including the innovative CeDAR cable-driven system, pushed the boundaries of robotic perception, while his research on visually-guided autonomous underwater vehicles demonstrated his ability to translate laboratory concepts into demanding real-world environments. Zelinsky also explored long-term autonomous operation, developing solutions for sustained robot deployment—including autonomous battery recharging—and applied reinforcement learning to visual servoing without requiring camera calibration. His 2016 work on intelligent vehicles further reflects his forward-looking vision. With cumulative citations well exceeding 600 across diverse domains, Zelinsky stands as a significant and versatile contributor to modern robotics research.
Research Focus
Key Achievements
Top Papers
- 1
- 2Programing by Demonstration: Coping with Suboptimal Teaching Actions68 citations · 2003
- 3Intelligent Vehicles42 citations · 2016
- 4A Novel Mechanism for Stereo Active Vision42 citations · 2000
- 5Development of a visually-guided autonomous underwater vehicle37 citations · 2002
- 6Autonomous Battery Recharging for Indoor Mobile Robots33 citations · 2000
- 7Real-time face tracking system for human-robot interaction28 citations · 2003
- 8Mobile robotics in the long term-exploring the fourth dimension24 citations · 2002
- 9Reinforcement learning for visual servoing of a mobile robot24 citations · 2000
- 10