Bundle Adjustment

A nonlinear least-squares optimization that jointly refines camera poses and 3D point positions to minimize reprojection errors across multiple images. Bundle adjustment is the core optimization in structure-from-motion (SfM) and SLAM. COLMAP and g2o implement efficient sparse bundle adjustment. It is the gold standard for accurate 3D reconstruction.