# HiP3R: Hierarchical Pose Graphs for Long-Horizon 3D Reconstruction > Source: > Published: 2026-10-27 06:00:23+00:00 Feed-forward models accurately estimate camera motion and 3D geometry from short video windows. However, computational and memory costs prevent direct inference on sequences containing thousands of frames. Long videos must therefore be processed as overlapping chunks. This division produces independ