HiP3R stitches seamless 3D worlds from long video
Researchers just introduced HiP3R, a hierarchical pose graph framework for long-horizon 3D reconstruction. It aligns video chunks first and then refines frame-by-frame camera poses to kill accumulation drift. Why it matters: it plugs directly into existing pipelines without retraining foundation models, turning lengthy video walks into consistent 3D scenes.