GraphBGS: Background Subtraction via Recovery of Graph Signals

Authors: Jhony H Giraldo, Sajid Javed, Thierry Bouwmans

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Please see the journal version of our code here

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Introduction

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This repository is code release for our paper (arXiv report here).

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Citation

If you use our code, please cite

    @article{giraldo2020graph,
      title={Graph Moving Object Segmentation},
      author={Giraldo, Jhony H and Javed, Sajid and Bouwmans, Thierry},
      journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
      year={2020}
    }
    
    @inproceedings{giraldo2020graphbgs,
      title={GraphBGS: Background Subtraction via Recovery of Graph Signals},
      author={Giraldo, Jhony H and Bouwmans, Thierry},
      journal={International Conference on Pattern Recognition (ICPR)},
      year={2020}
    }
    
    @inproceedings{giraldo2020semi,
      title={Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals},
      author={Giraldo, Jhony H and Bouwmans, Thierry},
      booktitle={IEEE International Conference on Image Processing (ICIP)},
      year={2020}
    }

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References

• This repository builds upon, thus borrows code from gspbox, unlocbox and detectron2.