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This is an OpenCV 3.0 based implementation of a monocular visual odometry algorithm.
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- ##Algorithm
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+ ## Algorithm
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Uses Nister's Five Point Algorithm for Essential Matrix estimation, and FAST features, with a KLT tracker.
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More details are available [ here as a report] ( http://avisingh599.github.io/assets/ugp2-report.pdf ) , and
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[ 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,
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so the scale informaion is extracted from the KITTI dataset ground truth files.
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- ##Demo Video
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+ ## Demo Video
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[ ![ Demo video] ( http://share.gifyoutube.com/Ke1ope.gif )] ( http://www.youtube.com/watch?v=homos4vd_Zs )
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- ##Requirements
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+ ## Requirements
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OpenCV 3.0
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- ##How to compile?
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+ ## How to compile?
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Provided with this repo is a CMakeLists.txt file, which you can use to directly compile the code as follows:
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``` bash
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mkdir build
@@ -25,21 +25,21 @@ cmake ..
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make
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```
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- ##How to run?
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+ ## How to run?
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After compilation, in the build directly, type the following:
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``` bash
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./vo
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```
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- ##Before you run
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+ ## Before you run
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In order to run this algorithm, you need to have either your own data,
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or else the sequences from [ KITTI's Visual Odometry Dataset] ( http://www.cvlibs.net/datasets/kitti/eval_odometry.php ) .
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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
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+ ## Performance
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![ Results on the KITTI VO Benchmark] ( http://avisingh599.github.io/images/visodo/2K.png )
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- ##Contact
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+ ## Contact
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For any queries, contact:
[email protected]
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- ##License
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+ ## License
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MIT
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