معرفی
Randal C. Nelson is an Associate Professor in the Department of Computer Science at the University of Rochester, where he has been employed since 1988, transitioning from Assistant to Associate Professor in 1994. His research focuses on Computer Vision, Artificial Intelligence, and Robotics, with a particular emphasis on motion analysis, object recognition, and real-time visual systems.
Education:
- Ph.D. in Computer Science from the University of Maryland (1988), thesis on Visual Navigation
- M.S. in Computer Science from the University of Maryland (1985)
- B.S. in Physics with Honor from the University of Wyoming (1981), and a second B.S. in Mathematics (1982)
Research Interests span Computer Vision, Machine Learning, and Robotics, with key contributions in temporal texture analysis, perceptual grouping hierarchies, and appearance-based 3D object recognition. His work explores how visual behavior can inform intelligent systems, emphasizing efficiency through selective information processing.
Recent Publications highlight advancements in tracking objects using temporal cues, recognizing non-rigid motion, and developing robust visual systems for cluttered environments. Collaborations with students like Andrea Selinger, Ramprasad Polana, and Brandon Sanders have produced pioneering studies in 3D recognition and robotic manipulation.
