37 citations · 44 across the 5 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.GR2019★ 4 cited
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network
Yifan Wang, Zichun Zhong, Jing Hua
This paper introduces a deep neural network based method, i.e., DeepOrganNet, to generate and visualize high-fidelity 3D / 4D organ geometric models from single-view medical image…
cs.LG2019★ 1 cited
Attention-based Deep Reinforcement Learning for Multi-view Environments
Elaheh Barati, Xuewen Chen, Zichun Zhong
In reinforcement learning algorithms, it is a common practice to account for only a single view of the environment to make the desired decisions; however, utilizing multiple views…
cs.CV2019★ 37 cited
A-CNN: Annularly Convolutional Neural Networks on Point Clouds
Artem Komarichev, Zichun Zhong, Jing Hua
Analyzing the geometric and semantic properties of 3D point clouds through the deep networks is still challenging due to the irregularity and sparsity of samplings of their geometr…