Ji-Rong Lee
Papers
1
Total Citations
3
H-Index
1
About
Dr. Ji-Rong Lee is a robotics researcher whose work centers on autonomous mobile robot navigation, with a particular focus on vision-based systems and active learning methodologies. His most notable contribution, the 2013 paper "Vision-based mobile robot navigation using active learning concept," addresses a fundamental challenge in robotics: how to determine safe regions and optimal moving directions in real-time. By leveraging color as a prominent path feature, Dr. Lee developed an innovative approach that enables robots to extract and utilize environmental cues for more intelligent navigation. This work, which has garnered 3 citations, represents a significant step in integrating active learning principles into robotic perception systems. His research sits at the intersection of computer vision, machine learning, and autonomous systems, contributing to the broader goal of creating robots that can navigate complex, unstructured environments with greater autonomy and safety. Dr. Lee's approach of using active learning to reduce the computational burden of real-time navigation while maintaining accuracy has implications for applications ranging from service robots to autonomous vehicles.
Research Focus
Key Achievements
Top Papers
- 1Vision-based mobile robot navigation using active learning concept3 citations · 2013