Gaussian Scene Completion Pipeline
Sparse-view 3D Gaussian Splatting reconstruction
Sparse-view 3D Gaussian Splatting scene completion from only three input images.
Built a pipeline to complete incomplete 3DGS scenes generated by InstantSplat from only three sparse input images.
Represented dense Gaussian scenes as voxel-level proxy tokens and detected missing regions based on local occupancy patterns.
Predicted missing Gaussian proxies with a Transformer-based model and expanded them into detailed Gaussian clusters using Gaussian FoldingNet.
3DGSDeep LearningCV
Research by Jian Baek, Yonsei University