Kemal Öksüz bio photo

Kemal Öksüz

I'm from a seaside town near Balıkesir, Turkey. Currently in Riga, Latvia. Passionate about computer vision.

Twitter   G. Scholar LinkedIn Github e-Mail

My Publications

You can also browse my Google Scholar profile.

Journal Publications

  • K. Oksuz, B.C. Cam, S. Kalkan and E. Akbas
    Imbalance Problems in Object Detection: A Review
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020.
    [BibTeX] [Paper] [Project Page]

    @ARTICLE{9042296,
      author={K. {Oksuz} and B. C. {Cam} and S. {Kalkan} and E. {Akbas}},
      journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
      title={Imbalance Problems in Object Detection: A Review}, 
      year={2020},
      volume={},
      number={},
      pages={1-1},
      doi={10.1109/TPAMI.2020.2981890}}
    
  • K. Oksuz and A.T. Cemgil
    Multitarget tracking performance metric: deficiency aware subpattern assignment
    IET Radar, Sonar & Navigation, vol. 12, no. 3, pp. 373 - 381, 2018.
    [BibTeX] [Paper] [Code]

    @ARTICLE{DASA, 
    author={K. {Oksuz} and A. T. {Cemgil}}, 
    journal={IET Radar, Sonar Navigation}, 
    title={Multitarget tracking performance metric: deficiency aware subpattern assignment}, 
    year={2018}, 
    volume={12}, 
    number={3}, 
    pages={373-381}
    }
    

Preprints

  • K. Oksuz, B.C. Cam, S. Kalkan and E. Akbas
    One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks
    arXiv, 2020.
    [BibTeX] [Paper] [Project Page]

    @misc{oksuz2020LRP,
        title={One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks},
        author={Kemal Oksuz and Baris Can Cam and Sinan Kalkan and Emre Akbas},
        year={2020},
        eprint={2011.10772},
        archivePrefix={arXiv},
        primaryClass={cs.CV}
    }
    

Conference Publications

  • K. Oksuz, B.C. Cam, E. Akbas and S. Kalkan
    Rank & Sort Loss for Object Detection and Instance Segmentation
    International Conference on Computer Vision (ICCV), 2021 (Oral).
    [BibTeX] [Paper] [Code]

    @inproceedings{RSLoss,
           title = {Rank & Sort Loss for Object Detection and Instance Segmentation},
           author = {Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan},
           booktitle = {International Conference on Computer Vision (ICCV)},
           year = {2021}
    }
    
  • K. Oksuz, B.C. Cam, E. Akbas and S. Kalkan
    A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection
    Neural Information Processing Systems (NeurIPS), 2020 (Spotlight).
    [BibTeX] [Paper] [Code]

    @inproceedings{aLRPLoss,
           title = {A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection},
           author = {Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan},
           booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
           year = {2020}
    }
    
  • K. Oksuz, B.C. Cam, E. Akbas and S. Kalkan
    Generating Positive Bounding Boxes for Balanced Training of Object Detectors
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2020.
    [BibTeX] [Paper] [Code]

    @misc{oksuz2020BBGenerator,
        title={Generating Positive Bounding Boxes for Balanced Training of Object Detectors},
        author={Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan},
        year={2020},
        archivePrefix={IEEE Winter Conference on Applications of Computer Vision (WACV)}
    }
    
  • K. Oksuz, B.C. Cam, S. Kalkan and E. Akbas
    Localization Recall Precision (LRP): A New Performance Metric for Object Detection
    The European Conference on Computer Vision (ECCV),2018.
    [BibTeX] [Paper] [Code]

    @InProceedings{Oksuz_2018_ECCV,
    author = {Oksuz, Kemal and Can Cam, Baris and Akbas, Emre and Kalkan, Sinan},
    title = {Localization Recall Precision (LRP): A New Performance Metric for Object Detection},
    booktitle = {The European Conference on Computer Vision (ECCV)},
    month = {September},
    year = {2018}
    }
    

National Conference Publications

  • K. Oksuz, M. Turhanlar and E. Boran
    Learning the optimal location and region of responsibility of air defense units
    Defense Technologies Conference, 2018.
    [BibTeX]

    @INPROCEEDINGS{AirDefense, 
    author={Oksuz, Kemal and Turhanlar, Melih and Boran, Emre}, 
    booktitle={9th Defense Technologies Conference (SAVTEK)}, 
    title={Learning the optimal location and region of responsibility of
    air defense units}, 
    year={2018}
    }
    
  • K. Oksuz and A.T. Cemgil
    Deficiency aware subpattern assignment
    Signal Processing and Communication Application Conference (SIU), 2017.
    [BibTeX] [Paper] [Code]

    @INPROCEEDINGS{DASA_SIU, 
    author={K. {Oksuz} and A. T. {Cemgil}}, 
    booktitle={25th Signal Processing and Communication Application Conference (SIU)}, 
    title={Deficiency aware subpattern assignment}, 
    year={2017}
    }
    
  • K. Oksuz and A.T. Cemgil
    The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates
    Signal Processing and Communication Application Conference (SIU), 2016.
    [BibTeX] [Paper]

    @INPROCEEDINGS{Comparison, 
    author={K. {Oksuz} and A. T. {Cemgil}}, 
    booktitle={24th Signal Processing and Communication Application Conference (SIU)}, 
    title={The comparison of the performances of global nearest neighbor and probability hypothesis density filter for varying clutter rates}, 
    year={2016}
    }