Scene and Behavior Analysis | Machine Learning | Pattern Recognition | Audio Processing | Computer Vision | Human Robot Interaction


Myself I am a research scientist at INRIA, in the Perception Group, led Radu Horaud. Previously, I was a post-doctoral fellow at University of Trento, in the Multimodal Human Understanding Group with Nicu Sebe. My research interests and studies are in the cross-roads of the scientific fields mentioned above. I keep strong collaborations with Elisa Ricci, Laurent Girin, Thomas Hueber and Sharon Gannot. The best way to reach me is by e-mail (below), but you can also contact me on Facebook, Twitter or LinkedIn.

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Highlights

I’ve been appointed as an ICCV’17 Area Chair! I am so excited!!!

Our work was recently awarded:

Check other recent news!

Student’s achievements

All students I have (co-)supervised.

References

  1. D. Xu, J. Song, X. Alameda-Pineda, E. Ricci, and N. Sebe, “Multi-Paced Dictionary Learning for Cross-Domain Retrieval and Recognition,” in IEEE International Conference on Pattern Recognition, Cancun, Mexico, 2016. [ bib pdf ] Award Best Intel Scientific Award
    @inproceedings{Xu-ICPR-2016,
        title={Multi-Paced Dictionary Learning for Cross-Domain Retrieval and Recognition},
        author={Dan Xu and Jingkuan Song and Xavier Alameda-Pineda and Elisa Ricci and Nicu Sebe},
        booktitle={IEEE International Conference on Pattern Recognition},
        year={2016},
        address={Cancun, Mexico},
        award={Best Intel Scientific Award},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Xu-ICPR-2016.pdf}
    }
  2. X. Alameda-Pineda, Y. Yan, E. Ricci, O. Lanz, and N. Sebe, “Analyzing Free-standing Conversational Groups: A Multimodal Approach,” in ACM International Conference on Multimedia, Brisbane, Australia, 2015, pp. 4-15. [ bib pdf ] Award Best Paper Award
    @inproceedings{Alameda-ACMMM-2015,
      author = {Xavier Alameda-Pineda and Yan Yan and Elisa Ricci and Oswald Lanz and Nicu Sebe},
      title = {Analyzing Free-standing Conversational Groups: A Multimodal Approach}, 
      booktitle = {ACM International Conference on Multimedia},
      year = {2015},
      award = {Best Paper Award},
      pages = {4--15},
      address = {Brisbane, Australia},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Alameda-ACMMM-2015.pdf}
    }
  3. D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, and R. Horaud, “A Variational EM Algorithm for the Separation of Moving Sound Sources,” in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, USA, 2015, pp. 1-5. [ bib pdf ] Award Best Student Paper Award
    @inproceedings{Kounades-WASPAA-2015,
      TITLE = {{A Variational EM Algorithm for the Separation of Moving Sound Sources}},
      AUTHOR = {Kounades-Bastian, Dionyssos and Girin, Laurent and Alameda-Pineda, Xavier and Gannot, Sharon and Horaud, Radu},
      BOOKTITLE = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics}},
      YEAR = {2015},
      award={Best Student Paper Award},
      pages = {1--5},
      address = {New Paltz, USA},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Kounades-WASPAA-2015.pdf}
    }
  4. 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 ]
    @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},
    }
  5. S. Ba, X. Alameda-Pineda, A. Xompero, and R. Horaud, “An On-line Variational Bayesian Model for Multi-Person Tracking from Cluttered Scenes,” Computer Vision and Image Understanding, vol. 153, pp. 64-76, 2016. [ bib pdf arxiv ]
    @article{Ba-CVIU-2016,
      title = {An On-line Variational Bayesian Model for Multi-Person Tracking from Cluttered Scenes},
      author = {Sileye Ba and Xavier Alameda-Pineda and Alessio Xompero and Radu Horaud},
      journal = {Computer Vision and Image Understanding},
      year={2016},
      volume = {153},
      number={},
      pages = {64-76},
      url = {http://arxiv.org/abs/1509.01520},
      arxiv = {http://arxiv.org/abs/1509.01520},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Ba-CVIU-2016.pdf}
    }
  6. D. Xu, X. Alameda-Pineda, J. Song, E. Ricci, and N. Sebe, “Academic Coupled Dictionary Learning for Sketch-based Image Retrieval,” in ACM International Conference on Multimedia, Amsterdam, The Netherlands, 2016. [ bib pdf ]
    @inproceedings{Xu-ACMMM-2016,
        title={Academic Coupled Dictionary Learning for Sketch-based Image Retrieval},
        author={Dan Xu and Xavier Alameda-Pineda and Jingkuan Song and Elisa Ricci and Nicu Sebe},
        booktitle={ACM International Conference on Multimedia},
        year={2016},
        address={Amsterdam, The Netherlands},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Xu-ACMMM-2016.pdf}
    }
  7. S. Tulyakov, X. Alameda-Pineda, E. Ricci, L. Yin, J. F. Cohn, and N. Sebe, “Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions,” in IEEE International Conference on Computer Vision and Pattern Recognition, Las Vegas, USA, 2016. [ bib pdf ]
    @inproceedings{Tulyakov-CVPR-2016,
        author = {Sergey Tulyakov and Xavier Alameda-Pineda and Elisa Ricci and Lijun Yin and Jeffrey F. Cohn and Nicu Sebe},
        title = {Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions},
        booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},
        year = {2016},
        address = {Las Vegas, USA},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Tulyakov-CVPR-2016.pdf}
    }
  8. I. Gebru, X. Alameda-Pineda, F. Forbes, and R. Horaud, “EM algorithms for weighted-data clustering with application to audio-visual scene analysis,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, iss. 12, pp. 2402-2415, 2016. [ bib pdf code data arxiv ]
    @article{Gebru-TPAMI-2016,
       title = {{EM} algorithms for weighted-data clustering with application to audio-visual scene analysis},
       author = {Israel-Dejene Gebru and Xavier Alameda-Pineda and Florence Forbes and Radu Horaud},
       journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
       year={2016},
       volume={38},
       number={12},
       pages={2402-2415},
       url = {http://arxiv.org/abs/1509.01509},
       arxiv = {http://arxiv.org/abs/1509.01509},
       doi={10.1109/TPAMI.2016.2522425},
       soft={http://perception.inrialpes.fr/people/Gebru/code/WD-EM.zip},
       data={https://team.inria.fr/perception/avtrack1/},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Gebru-TPAMI-2016.pdf}
    }