2026
Rethinking Transparent Object Grasping: Depth Completion With Monocular Depth Estimation and Instance Mask
RA-L 2026
Accurate depth maps are essential for robotic grasping. However, transparent objects often cause depth cameras to produce missing or distorted depth due to reflection and refraction, making grasping them particularly challenging. Precise depth estimation for transparent objects is therefore crucial.