Unsupervised Point Cloud Pre-Training via Occlusion Completion

Hanchen Wang, Qi Liu, Xiangyu Yue +2

We describe a simple pre-training approach for point clouds. It works in three steps: 1. Mask all points occluded in a camera view; 2. Learn an encoder-decoder model to reconstruct…