2 papers
cs.CV2026
DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers
Shun Kenney, Teppei Suzuki
The remarkable scalability of Transformers has expanded their application to 3D computer vision, where camera-aware positional encoding is crucial for providing spatial cues in mul…
cs.CV2026
4D Reconstruction from Sparse Dynamic Cameras
Kazuki Ozeki, Shun Kenney, Yuto Shibata +6
Although dynamic 3D (i.e., 4D) reconstruction from a monocular dynamic camera has recently advanced, it remains fundamentally limited by depth ambiguity. In this paper, we focus on…