Papers
18
Total Citations
1,017
H-Index
17
About
David Kriegman is a pioneering researcher in robotics and computer vision, whose work has profoundly shaped how autonomous mobile robots perceive, navigate, and interact with their environments. His early and highly influential research on stereo vision-based navigation — accumulated nearly 300 citations — demonstrated that robots could autonomously operate in complex, previously unknown indoor environments by fusing stereo vision, odometry, and symbolic world modeling. This foundational contribution helped establish the field of vision-based robotic navigation. Kriegman's subsequent work expanded these principles into systematic environment exploration, landmark recognition, and domain-independent navigation, addressing both structured and unstructured settings. His investigations into structure-from-motion in two dimensions offered elegant mathematical solutions for mobile robots constructing environmental maps from visual data. He also made notable contributions to robotic manipulation, including part-feeding algorithms for industrial assembly and the computational architecture of the landmark Utah/MIT dexterous hand. Collectively, his research bridges perception, planning, and control — a synthesis reflected in his co-editorship of *The Confluence of Vision and Control*. With hundreds of citations across a decade of prolific output, Kriegman's legacy represents a cornerstone of modern autonomous robotics, offering students and researchers an invaluable foundation for understanding how machines learn to see and move intelligently.
Research Focus
Key Achievements
Top Papers
- 1Stereo vision and navigation in buildings for mobile robots293 citations · 1989
- 2Vision-based motion planning and exploration algorithms for mobile robots106 citations · 1998
- 3The confluence of vision and control99 citations · 1998
- 4A Mobile Robot: Sensing, Planning and Locomotion73 citations · 1990
- 5Complete algorithms for feeding polyhedral parts using pivot grasps44 citations · 1996
- 6A mobile robot: Sensing, planning and locomotion44 citations · 2005
- 7Toward domain-independent navigation: dynamic vision and control38 citations · 2002
- 8
- 9Computational architecture for the Utah/MIT hand37 citations · 2005
- 10Toward selecting and recognizing natural landmarks34 citations · 2002