Comprehensive Review of Deep Learning-Based 3D Point Cloud Completion Processing and Analysis

• Published in: IEEE transactions on intelligent transportation systems Vol. 23; no. 12; pp. 22862 - 22883
• Main Authors: Fei, Ben, Yang, Weidong, Chen, Wen-Ming, Li, Zhijun, Li, Yikang, Ma, Tao, Hu, Xing, Ma, Lipeng
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.12.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: 3D vision; Cloud computing; completion; Computer vision; Deep learning; Laser radar; point cloud; Point cloud compression; Shape; Solid modeling; Task analysis; Three dimensional models; Three-dimensional displays

Point cloud completion is a generation and estimation issue derived from the partial point clouds, which plays a vital role in the applications of 3D computer vision. The progress of deep learning (DL) has impressively improved the capability and robustness of point cloud completion. However, the qu...