Mike Smith

Papers

Total Citations

310

H-Index

About

Mike Smith is a leading figure in mobile robotics, best known for his foundational contributions to autonomous navigation and perception. His key research areas include sensor fusion, simultaneous localization and mapping (SLAM), and the development of benchmark datasets for robotic systems. Smith’s most influential work, "The New College Vision and Laser Data Set" (2009), has garnered over 310 citations, establishing a gold standard for evaluating algorithms in real-world environments. This landmark dataset, collected from a robot traversing several kilometers through a park and campus, provides a rich, multi-sensor record—including five-degree-of-freedom dead-reckoned trajectories, laser range and reflectance data, and 20 Hz stereoscopic and omnidirectional imagery. By offering this comprehensive resource to the research community, Smith enabled rigorous, reproducible comparisons of SLAM and visual odometry methods, accelerating progress in the field. His work remains a cornerstone for researchers developing robust, long-term autonomous systems, and continues to inspire new generations of roboticists tackling the challenges of unstructured outdoor navigation.