This research is somewhat related to my early-day work on 3D model segmentation. The difference in approach is that while I am developing an algorithmic method to achieve segmentation, they are tapping on the new generative AI techniques such as attention mechanism and diffusion methods. The results are impressive, as shown in the examples.
generative 3D part amodal segmentation–decomposing a 3D shape into complete, semantically meaningful parts.