A lightweight 2D visual odometry system for aerial drone navigation, built without SLAM frameworks.
This system estimates drone position using only a downward-facing camera by:
- Detecting and matching ORB features between consecutive frames
- Estimating 2D affine transformation to extract translation
- Using GPS calibration to solve monocular scale ambiguity