Abstract Pose estimation of construction machines describes their motions and orientations in 3D space, which provides basic information for remote control, safety monitoring, productivity analysis. Among the commonly used machines, excavator is an important one whose pose has significant value development automatic driving systems operation monitoring. Regarding vision-based excavators, previo...