Xianping Huang

Papers

Total Citations

H-Index

About

Xianping Huang is a robotics researcher whose work has advanced the practical calibration of robotic vision systems. His most cited contribution, "A flexible solution to AX=XB for robot hand-eye calibration" (2010, 9 citations), addresses a fundamental problem in robotics: accurately determining the geometric relationship between a robot arm and its attached camera. Huang’s key innovation was proposing a direct linear closed-form solution followed by Jacobian optimization to solve the classic AX=XB equation. Unlike traditional approaches relying on quaternion algebra or screw theory, his method does not require A and B to satisfy rigid transformation constraints, offering greater flexibility and robustness in real-world applications. This work has been influential in simplifying hand-eye calibration procedures, making them more accessible for industrial and research robots. While his citation count reflects a focused impact, the technical elegance and practical utility of his solution have made it a valuable reference for roboticists seeking reliable calibration techniques. Huang’s contribution exemplifies how a clever mathematical reformulation can solve persistent engineering challenges, and his work continues to inform the development of more adaptable vision-guided robotic systems.