Multi-path region mining for weakly supervised 3D semantic segmentation on point clouds

• المؤلفون الرئيسيون: Wei, Jiacheng, Lin, Guosheng, Yap, Kim-Hui, Hung, Tzu-Yi, Xie, Lihua
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Three-dimensional Displays; Data Mining
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144256
• المؤسسة: Nanyang Technological University

Point clouds provide intrinsic geometric information and surface context for scene understanding. Existing methods for point cloud segmentation require a large amount of fully labeled data. Using advanced depth sensors, collection of large scale 3D dataset is no longer a cumbersome process. However,...