SHREC 2021: 3D point cloud change detection for street scenes

• Published in: Computers & graphics Vol. 99; p. 192
• Main Authors: Ku, Tao, Galanakis, Sam, Boom, Bas, Veltkamp, Remco C, Bangera, Darshan, Gangisetty, Shankar, Stagakis, Nikolaos, Arvanitis, Gerasimos, Moustakas, Konstantinos
• Format: Journal Article
• Language: English
• Published: Oxford Elsevier Science Ltd 01.10.2021
• Subjects: Algorithms; Change detection; Computer architecture; Datasets; Machine learning; Oversampling; Shape recognition; Three dimensional models

The rapid development of 3D acquisition devices enables us to collect billions of points in a few hours. However, the analysis of the output data is a challenging task, especially in the field of 3D point cloud change detection. In this Shape Retrieval Challenge (SHREC) track, we provide a street-sc...