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Python Labeled Multi-Bernouli Filter Implementation

This is an implementation of the Labeled Multi-Bernoulli filter, implemented for educational purposes and for the purpose of the article

Olofsson, J., Veibäck, C., & Hendeby, G. (2017). Sea ice tracking with a spatially indexed labeled multi-Bernoulli filter. In 20th International Conference on Information Fusion (FUSION). Xi’an, China.

License

This software is released under the GPLv3 license.

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lmb's Issues

What can be returned from _cluster in lmb.py?

Your implementation of _cluster in lmb.py is to collect clusters of targets. I think this generator is used for Grouping and Gating as shown in the below image.
image

Is your generator based on the below image? where target groups are formed based on targets that share at least one measurement.
image

Overlap label for the same target

Hi,
I am using your code to track people using MOT17 dataset in my LMB respository.
I have tried for more than two weeks to find a reason why the label for the same target is overlapped (you can check the following images) but failed.

Frame 1
Frame 2

Multiple labels are generated for the same target.
Frame 33

If I increase r_lim from 0.0025 to 0.003 (Kill off targets with low probability). the label of each target is generated every new frame.
Frame 1
Frame 2

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