The invention discloses a full-dimensional defect detection method and related equipment for a
humanoid robot, and the method comprises the steps: obtaining the posture data of the
robot, and carrying out the whole-body joint cooperative control of the
humanoid robot according to the posture data of the
robot, so as to obtain the thermal
imaging data, image data and three-dimensional
point cloud data of target equipment; performing abnormal region identification on the thermal
imaging data to obtain a middle
defect region; performing
feature extraction on the image data and the three-dimensional
point cloud data according to the middle defect area to obtain image features of the image data and
point cloud features of the three-dimensional point
cloud data; according to the image features, performing single-dimensional
feature fusion on the point cloud features to obtain a single-dimensional fusion result; and according to the
robot attitude data, performing full-dimensional updating on the single-dimensional fusion result to obtain a full-dimensional defect detection result of the target equipment. According to the method, the accuracy and robustness of defect detection on the
industrial equipment can be improved. The invention relates to the technical field of defect detection.