/toy-mvo

A toy monocular-visual odometry implementation

Primary LanguageC++GNU General Public License v3.0GPL-3.0

toy-mvo

A toy monocular-visual odometry implementation.

In short calculates which direction a car is moving based off input images and draws the cars path

The project receives frames from a forward-facing camera mounted on a car. It detects features using the FAST algorithm, and tracks them using the Lucas-Kanade method. It then calculates the essential matrix, which can then recover the car's pose and trajectory. The program will then draw the estimated route as well as displaying the tracked features on top of the input frames.

Here is an example of the tracked features

And here is the estiamted trajectory