Camera Motion Estimation and Structure from Motion

Overview

Recovering camera pose and 3D scene structure from unordered image collections captured with consumer cameras: feature matching, relative orientation, incremental reconstruction and bundle adjustment. This is the classical multi-view geometry foundation that the learning-based localization and perception work builds on.

Structure from motion reconstruction