21 citations · 23 across the 3 of their papers we have counts for
4 papers · 1 filter
Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features
Liying Yang, Chen Liu, Zhenwei Zhu +4
Recently, the generation of dynamic 3D objects from a video has shown impressive results. Existing methods directly optimize Gaussians using whole information in frames. However, w…
Long-Range Grouping Transformer for Multi-View 3D Reconstruction
Liying Yang, Zhenwei Zhu, Xuxin Lin +2
Nowadays, transformer networks have demonstrated superior performance in many computer vision tasks. In a multi-view 3D reconstruction algorithm following this paradigm, self-atten…
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction
Zhenwei Zhu, Liying Yang, Ning Li +2
In recent years, many video tasks have achieved breakthroughs by utilizing the vision transformer and establishing spatial-temporal decoupling for feature extraction. Although mult…
GARNet: Global-Aware Multi-View 3D Reconstruction Network and the Cost-Performance Tradeoff
Zhenwei Zhu, Liying Yang, Xuxin Lin +4
Deep learning technology has made great progress in multi-view 3D reconstruction tasks. At present, most mainstream solutions establish the mapping between views and shape of an ob…