Huimin Liu

Semantic-guided 3D Gaussian splatting for sparse-view reconstruction in industrial digital twins

Novel view synthesis, which is essential for three-dimensional (3D) reconstruction, traditionally requires dense image sets and pre-calibrated camera parameters. However, in industrial digital twin applications spatial constraints often limit data acquisition to sparse views that...