Kriangkrai Waiyakan

Eye-in-hand vision based PID control of a Dobot Magician with online homography calibration for precision manipulation

This study evaluates a vision-guided robotic pick-and-place system integrating an eye-in-hand camera with a proportional integral derivative (PID) controller and an adaptive online homography calibration algorithm, suggesting the static homography model already provides high baseline accuracy.