57 citations · 59 across the 4 of their papers we have counts for
5 papers
Point Diffusion Mamba: Unified Diffusion-State-Space Modeling for Single-View 3D Reconstruction under Data Scarcity
Wei Zhou, Xinzhe Shi, Xingxing Hao +4
While single-view 3D reconstruction has seen significant progress, extrapolating complex 3D structures from inherently ambiguous 2D observations remains fundamentally ill-posed, pa…
VTPNet for 3D deep learning on point cloud
Wei Zhou, Weiwei Jin, Qian Wang +4
Recently, Transformer-based methods for point cloud learning have achieved good results on various point cloud learning benchmarks. However, since the attention mechanism needs to…
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation
Wei Zhou, Qian Wang, Weiwei Jin +2
Recently, graph-based and Transformer-based deep learning networks have demonstrated excellent performances on various point cloud tasks. Most of the existing graph methods are bas…
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net)
Yao Hu, Guohua Geng, Kang Li +3
The repairing work of terracotta warriors in Emperor Qinshihuang Mausoleum Site Museum is handcrafted by experts, and the increasing amounts of unearthed pieces of terracotta warri…
Affinity Space Adaptation for Semantic Segmentation Across Domains
Wei Zhou, Yukang Wang, Jiajia Chu +3
Semantic segmentation with dense pixel-wise annotation has achieved excellent performance thanks to deep learning. However, the generalization of semantic segmentation in the wild…