HyperPocket: Generative Point Cloud Completion

P. Spurek,A. Kasymov,M. Mazur,D. Janik,S.K. Tadeja,Ł. Struski,J. Tabor,T. Trzciński,P. Spurek,A. Kasymov,M. Mazur,D. Janik,S.K. Tadeja,Ł. Struski,J. Tabor,T. Trzciński

Scanning real-life scenes with modern registration devices typically give incomplete point cloud representations, mostly due to the limitations of the scanning process and 3D occlusions. Therefore, completing such partial representations remains a fundamental challenge of many computer vision applications. Most of the existing approaches aim to solve this problem by learning to reconstruct individ...