Author

J. V.

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Conference Jul 2026

VGGT-Based COLMAP-Free Initialization for Sparse-View 3D Gaussian Splatting

Standard 3D Gaussian Splatting (3DGS) pipelines for Novel View Synthesis (NVS) are bottlenecked by Structurefrom-Motion (SfM) initialization. In casual, sparse-view scenarios, feature matching breaks down, causing the entire reconstruction process to fail. We replace this brittle dependency with a COLMAP-free, feed-for...

Shreeya Venkatraman, Yuvan Raj Krishna, J. V. · International Conference on... · 0 citations