Search Results for author: Dong Xiao

Found 4 papers, 2 papers with code

Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation

1 code implementation30 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.

Surface Reconstruction

Fast fluorescence lifetime imaging analysis via extreme learning machine

no code implementations25 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.

Edge-computing Efficient Neural Network

Learning Modified Indicator Functions for Surface Reconstruction

1 code implementation18 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.

LEMMA Surface Reconstruction

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