Jiankai Qian
Papers
1
Total Citations
2
H-Index
1
About
Dr. Jiankai Qian is a robotics researcher whose work centers on advancing visual perception and control for autonomous manipulation, with a particular emphasis on hand-eye calibration and dynamic object tracking. His key contribution, detailed in the 2023 paper "Online Hand-Eye Calibration with Decoupling by 3D Textureless Object Tracking," addresses a fundamental bottleneck in visually guided robotics: the reliance on 2D fiducial markers for calibration. By introducing a decoupling method that leverages 3D textureless object tracking, Qian enables online, markerless calibration, significantly improving a robot's ability to grasp moving objects without pre-calibration steps. This innovation is critical for real-world applications where environmental conditions change rapidly. While his work is early in its citation impact, with 2 citations to date, the conceptual leap toward robust, real-time calibration positions him as a promising contributor to the field. His research directly supports the growing demand for flexible, vision-based robotic systems in manufacturing and service robotics, making his approach a notable step toward more adaptive and autonomous machines.
Research Focus
Key Achievements
Top Papers
- 1