Yutong Ban

Yutong is a PhD Candidate at the Perception Team under the supervision of Radu Horaud and mysefl. Yutong has worked on variational Bayes approximations with applications to multiple object tracking. He investigated visual multiple-speaker tracking [1], and its audio-visual counter-part [2, 3]. He also investigated how to take into account robot’s head movements when tracking [4]. Yutong devoted some time to make the tracking robust to room acoustics [5]. In addition, Yutong also spent time on audio-only multi speaker tracking [6, 7, 8].

References

  1. Y. Ban, S. Ba, X. Alameda-Pineda, and R. Horaud, “Tracking Multiple Persons Based on a Variational Bayesian Model,” in European Conference on Computer Vision Workshops, Amsterdam, 2016, pp. 52-67. [ bib pdf ]
    @inproceedings{Ban-ECCVW-2016,
      title={Tracking Multiple Persons Based on a Variational Bayesian Model},
      author={Ban, Yutong and Ba, Sileye and Alameda-Pineda, Xavier and Horaud, Radu},
      booktitle={European Conference on Computer Vision Workshops},
      pages={52--67},
      address={Amsterdam},
      year={2016},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-ECCVW-2016.pdf}
    }
  2. Y. Ban, L. Girin, X. Alameda-Pineda, and R. Horaud, “Exploiting the Complementarity of Audio-Visual Data for Probabilistic Multi-Speaker Tracking,” in IEEE ICCV Workshop on Computer Vision for Audio-Visual Media, Venice, Italy, 2017. [ bib pdf ]
    @inproceedings{Ban-CVAVM-2017,
    author = {Yutong Ban and Laurent Girin and Xavier Alameda-Pineda and Radu Horaud},
    title = {Exploiting the Complementarity of Audio-Visual Data for Probabilistic Multi-Speaker Tracking},
    booktitle = {IEEE ICCV Workshop on Computer Vision for Audio-Visual Media}, 
    year = {2017},
    address = {Venice, Italy},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-CVAVM-2017.pdf}
    }
  3. Y. Ban, X. Alameda-Pineda, L. Girin, and R. Horaud, Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers, 2018. [ bib pdf arxiv ]
    @unpublished{Ban-TPAMI-2018,
      title={Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers},
      author={Yutong Ban and Xavier Alameda-Pineda and Laurent Girin and Radu Horaud},
      year=2018,
      journal={Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence},
      arxiv={https://arxiv.org/abs/1809.10961},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-TPAMI-2018.pdf}
    }
  4. Y. Ban, X. Alameda-Pineda, F. Badeig, S. Ba, and R. Horaud, “Tracking a Varying Number of People with a Visually-Controlled Robotic Head,” in Intelligent Robots and Systems, Vancouver,Canada, 2017. [ bib pdf ] Award Novel Technology Paper Award Finalist
    @inproceedings{Ban-IROS-2017,
      title={Tracking a Varying Number of People with a Visually-Controlled Robotic Head},
      author={Yutong Ban and Xavier Alameda-Pineda and Fabien Badeig and Sileye Ba and Radu Horaud},
      booktitle={Intelligent Robots and Systems},
      award={Novel Technology Paper Award Finalist},
      year={2017},
      address={Vancouver,Canada},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-IROS-2017.pdf}
    }
  5. Y. Ban, X. Li, X. Alameda-Pineda, L. Girin, and R. Horaud, “Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking,” in IEEE International Conference on Audio, Speech and Signal Processing, 2018. [ bib pdf ]
    @inproceedings{Ban-ICASSP-2018,
    title={Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking},
    author={Yutong Ban and Xiaofei Li and Xavier Alameda-Pineda and Laurent Girin and Radu Horaud},
    booktitle={IEEE International Conference on Audio, Speech and Signal Processing},
    year={2018},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-ICASSP-2018.pdf}
    }
  6. Unknown bibtex entry with key [Ban-IWAENC-2018] [ bib ]
  7. Unknown bibtex entry with key [Li-JSTSP-2018] [ bib ]
  8. Y. Ban, X. Alameda-Pineda, C. Evers, and R. Horaud, “Tracking Multiple Audio Sources with the Von Mises Distribution and Variational EM,” IEEE Signal Processing Letters, 2019. [ bib pdf ]
    @article{Ban-SPL-2019,
      title={Tracking Multiple Audio Sources with the Von Mises Distribution and Variational EM},
      author={Y. Ban and X. Alameda-Pineda and C. Evers and R. Horaud},
      journal={IEEE Signal Processing Letters},
      year={2019},
      doi={10.1109/LSP.2019.2908376},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ban-SPL-2019.pdf}
    }

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