CVPR2025

Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video

Matthew Marchellus, Nadhira Noor, In Kyu Park

Abstract

Figure 1 . We propose TemPoFast3D, a novel pipeline to leverage the temporal coherency of human appearance for efficient and accurate 3D human reconstruction from monocular videos. We temporally propagate information from the past frames result by blending the pixelaligned implicit function and avatar reconstruction method.