The framework performs incremental joint optimization of scene geometry and camera poses using MASt3R for pose estimation. It employs adaptive octree anchoring to handle memory-efficient reconstruction of long video sequences. The system achieves high-quality novel view synthesis from free viewpoints while remaining scalable to extended video durations.