Monocular Visual Odometry pipeline

Monocular Visual Odometry pipeline for urban driving scenarios. Implementation includes SIFT, Harris, Shi-Tomasi, and FAST feature detectors, KLT optical-flow tracker for feature tracking, Kalman filter for enhanced camera motion estimation. Tuned and tested on the KITTI, Malaga, and Parking datasets, and a custom dataset recorded on the Polybahn in Zürich. Screencasts of the VO pipeline running on all datasets can be found on YouTube.

The VO pipeline running on the KITTI dataset, with the Kalman Filter activated.