TWINGS: Thin Plate Splines Warp-aligned Initialization for Sparse-View Gaussian Splatting 事件

TWINGS: Thin Plate Splines Warp-aligned Initialization for Sparse-View Gaussian Splatting arXiv:2605.22069v2 Announce Type: replace Abstract: Novel view synthesis from sparse-view inputs poses a significant challenge in 3D computer vision, particularly for achieving high-quality scene reconstructions with limited viewpoints. We introduce TWINGS, a framework that enhances 3D Gaussian Splatting (3DGS) by directly addressing point sparsity. We employ Thin Plate Splines (TPS), a smooth non-rigid de