The invention discloses a camera and
robot relative
pose calibration method based on pixel
space optimization. According to the method, a calibration board carried at the
tail end of a
robot is adopted for moving inside the range of the view of a fixed camera, and space motion constraint information of the calibration board is utilized for calibration to obtain the optimal relative
pose relation between the camera and a
robot base. Firstly, linear invariance of a rotating matrix is utilized for solving a
homogeneous transformation matrix to obtain a preliminary
calibration result; then, the preliminary
calibration result is used as an initial optimization value for optimization of pixel space, so that a
reprojection error is made to the minimum. According to the camera and robot relative
pose calibration method, the iterative optimization
algorithm is adopted, no precision external measurement equipment is needed, model constraints of the image pixel space are utilized, the effective optimization initial value obtaining method is combined, the
calibration result with the higher precision is obtained, and the requirement of a visual
servo robot for completing positioning and grabbing working in industrial application can be met.