1 code implementation • 30 Sep 2022 • Dong Xiao, Zuoqiang Shi, Siyu Li, Bailin Deng, Bin Wang
In this work, we bridge orientation and reconstruction in the implicit space and propose a novel approach to orient point cloud normals by incorporating isovalue constraints to the Poisson equation.
no code implementations • 7 Sep 2022 • Zhenya Zang, Dong Xiao, Quan Wang, Ziao Jiao, Chen Yu, David Day-Uei Li
FLAN+LS on hardware achieves the highest computing efficiency compared to 1-D CNN and FLAN.
no code implementations • 25 Mar 2022 • Zhenya Zang, Dong Xiao, Quan Wang, Zinuo Li, Wujun Xie, Yu Chen, David Day Uei Li
As there is no back-propagation process for ELM during the training phase, the training speed is much higher than existing neural network approaches.
1 code implementation • 18 Nov 2021 • Dong Xiao, Siyou Lin, Zuoqiang Shi, Bin Wang
We design a novel deep neural network to perform surface integral and learn the modified indicator functions from un-oriented and noisy point clouds.