Guisong Xia

FreePoint: Unsupervised Point Cloud Instance Segmentation

Instance segmentation of point clouds is a crucial task in 3D field with numerous applications that involve localizing and segmenting objects in a scene. However achieving satisfactory results requires a large number of manual annotations which is time-consuming and expensive. To alleviate dependenc…