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wumanu authored May 30, 2017
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# Depth Based Object Tracking Library (dbot)

The core of this library are two probabilistic tracker
* A Non-Parametric Tracker Based on Rao-Blackwellized Coordinate Descent Particle Filter

http://arxiv.org/abs/1505.00241
This library implements two different object tracking algorithms:
* A Particle Filter based Tracker (https://am.is.tuebingen.mpg.de/publications/wuthrich_iicirs_2013)

This tracker can run on a pure CPU system or optionally run on GPU using CUDA 6.5 or later

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}
```

* A Parametric Tracker Based on Robust Multi-Sensor Gaussian Filter Tracker

http://arxiv.org/abs/1602.06157
* A Gaussian Filter based Tracker (https://am.is.tuebingen.mpg.de/publications/jan_icra_2016)

```
@inproceedings{jan_ICRA_2016,
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}
```

All trackers require mesh models of the tracked objects in Wavefront (.obj) format.
All trackers require mesh models of the tracked objects in Wavefront (.obj) format.
To get started, we recommend that you follow the instructions at https://github.com/bayesian-object-tracking/getting_started.

# Requirements
* Ubuntu 14.04
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