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This is an OpenCV 3.0 based implementation of a monocular visual odometry algorithm. | ||
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##Algorithm | ||
## Algorithm | ||
Uses Nister's Five Point Algorithm for Essential Matrix estimation, and FAST features, with a KLT tracker. | ||
More details are available [here as a report](http://avisingh599.github.io/assets/ugp2-report.pdf), and | ||
[here as a blog post](http://avisingh599.github.io/vision/monocular-vo/). | ||
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Note that this project is not yet capable of doing reliable relative scale estimation, | ||
so the scale informaion is extracted from the KITTI dataset ground truth files. | ||
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##Demo Video | ||
## Demo Video | ||
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[](http://www.youtube.com/watch?v=homos4vd_Zs) | ||
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##Requirements | ||
## Requirements | ||
OpenCV 3.0 | ||
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##How to compile? | ||
## How to compile? | ||
Provided with this repo is a CMakeLists.txt file, which you can use to directly compile the code as follows: | ||
```bash | ||
mkdir build | ||
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make | ||
``` | ||
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##How to run? | ||
## How to run? | ||
After compilation, in the build directly, type the following: | ||
```bash | ||
./vo | ||
``` | ||
##Before you run | ||
## Before you run | ||
In order to run this algorithm, you need to have either your own data, | ||
or else the sequences from [KITTI's Visual Odometry Dataset](http://www.cvlibs.net/datasets/kitti/eval_odometry.php). | ||
In order to run this algorithm on your own data, you must modify the intrinsic calibration parameters in the code. | ||
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##Performance | ||
## Performance | ||
 | ||
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##Contact | ||
## Contact | ||
For any queries, contact: [email protected] | ||
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##License | ||
## License | ||
MIT |