Publications

The latest published papers ordered by date. The preprint version is provided along with the related bibtex.

  1. Cuculo, V., D’Amelio, A., Grossi, G., Lanzarotti, R., & Lin, J. (2019). Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features. Sensors, 19(1), 146. [PDF]
    bibtex
    @article{cuculo2019robust,
      title = {Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features},
      author = {Cuculo, Vittorio and D’Amelio, Alessandro and Grossi, Giuliano and Lanzarotti, Raffaella and Lin, Jianyi},
      journal = {Sensors},
      volume = {19},
      number = {1},
      pages = {146},
      year = {2019},
      publisher = {Multidisciplinary Digital Publishing Institute}
    }
    
  2. Boccignone, G., Cuculo, V., D’Amelio, A., & Lanzarotti, R. (2019). Social traits from stochastic paths in the core affect space. In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare (pp. 314–319). ACM. [PDF]
    bibtex
    @inproceedings{boccignone2019social,
      title = {Social traits from stochastic paths in the core affect space},
      author = {Boccignone, Giuseppe and Cuculo, Vittorio and D'Amelio, Alessandro and Lanzarotti, Raffaella},
      booktitle = {Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare},
      pages = {314--319},
      year = {2019},
      organization = {ACM}
    }
    
  3. Cuculo, V., & D’Amelio, A. (2019). OpenFACS: An Open Source FACS-Based 3D Face Animation System. In Y. Zhao, N. Barnes, B. Chen, R. Westermann, X. Kong, & C. Lin (Eds.), Image and Graphics (pp. 232–242). Cham: Springer International Publishing. [PDF]
    bibtex
    @inproceedings{cuculo2019openfacs,
      author = {Cuculo, Vittorio and D'Amelio, Alessandro},
      editor = {Zhao, Yao and Barnes, Nick and Chen, Baoquan and Westermann, R{\"u}diger and Kong, Xiangwei and Lin, Chunyu},
      title = {OpenFACS: An Open Source FACS-Based 3D Face Animation System},
      booktitle = {Image and Graphics},
      year = {2019},
      publisher = {Springer International Publishing},
      address = {Cham},
      pages = {232--242}
    }
    
  4. Boccignone, G., Cuculo, V., & D’Amelio, A. (2019). Problems with Saliency Maps. In Image Analysis and Processing – ICIAP 2019 (pp. 35–46). Cham: Springer International Publishing. [PDF]
    bibtex
    @inproceedings{boccignone2019problems,
      author = {Boccignone, Giuseppe and Cuculo, Vittorio and D'Amelio, Alessandro},
      title = {Problems with Saliency Maps},
      booktitle = {Image Analysis and Processing -- ICIAP 2019},
      year = {2019},
      publisher = {Springer International Publishing},
      address = {Cham},
      pages = {35--46}
    }
    
  5. Cuculo, V., D’Amelio, A., Grossi, G., & Lanzarotti, R. (2019). Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli. In Image Analysis and Processing – ICIAP 2019 (pp. 128–138). Cham: Springer International Publishing. [PDF]
    bibtex
    @inproceedings{cuculo2019wordly,
      author = {Cuculo, Vittorio and D'Amelio, Alessandro and Grossi, Giuliano and Lanzarotti, Raffaella},
      title = {Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli},
      booktitle = {Image Analysis and Processing -- ICIAP 2019},
      year = {2019},
      publisher = {Springer International Publishing},
      address = {Cham},
      pages = {128--138}
    }
    
  6. Boccignone, G., Cuculo, V., & Alessandro, D. A. (2019). How to look next? A data-driven approach for scanpath prediction. In 3rd World Congress on Formal Methods. Springer. to appear [PDF]
    bibtex
    @inproceedings{boccignone2019howto,
      title = {How to look next? A data-driven approach for scanpath prediction},
      author = {Boccignone, Giuseppe and Cuculo, Vittorio and Alessandro, D'Amelio},
      booktitle = {3rd World Congress on Formal Methods},
      year = {2019},
      organization = {Springer},
      note = {to appear}
    }
    
  7. D’Amelio, A., Cuculo, V., & Bursic, S. (2019). Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach. In 3rd World Congress on Formal Methods. Springer. to appear [PDF]
    bibtex
    @inproceedings{damelio2019gender,
      title = {Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach},
      author = {D'Amelio, Alessandro and Cuculo, Vittorio and Bursic, Sathya},
      booktitle = {3rd World Congress on Formal Methods},
      year = {2019},
      organization = {Springer},
      note = {to appear}
    }
    
  8. Bursic, S., D’Amelio, A., & Cuculo, V. (2019). Anomaly detection from log files using unsupervised deep learning. In 3rd World Congress on Formal Methods. Springer. to appear [PDF]
    bibtex
    @inproceedings{bursic2019anomaly,
      title = {Anomaly detection from log files using unsupervised deep learning},
      author = {Bursic, Sathya and D'Amelio, Alessandro and Cuculo, Vittorio},
      booktitle = {3rd World Congress on Formal Methods},
      year = {2019},
      organization = {Springer},
      note = {to appear}
    }
    
  9. Boccignone, G., Bodini, M., Cuculo, V., & Grossi, G. (2018). Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space. In 2018 14th International Conference on Signal-Image Technology Internet-Based Systems (SITIS) (pp. 143–150). https://doi.org/10.1109/SITIS.2018.00031 [PDF]
    bibtex
    @inproceedings{boccignone2018predictive,
      author = {Boccignone, Giuseppe and Bodini, Matteo and Cuculo, Vittorio and Grossi, Giuliano},
      booktitle = {2018 14th International Conference on Signal-Image Technology Internet-Based Systems (SITIS)},
      title = {Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space},
      year = {2018},
      pages = {143-150},
      doi = {10.1109/SITIS.2018.00031},
      month = nov
    }
    
  10. Boccignone, G., Conte, D., Cuculo, V., D’Amelio, A., Grossi, G., & Lanzarotti, R. (2018). Deep construction of an affective latent space via multimodal enactment. IEEE Transactions on Cognitive and Developmental Systems, 10(4), 865–880. [PDF]
    bibtex
    @article{boccignone2018deep,
      title = {Deep construction of an affective latent space via multimodal enactment},
      author = {Boccignone, Giuseppe and Conte, Donatello and Cuculo, Vittorio and D’Amelio, Alessandro and Grossi, Giuliano and Lanzarotti, Raffaella},
      journal = {IEEE Transactions on Cognitive and Developmental Systems},
      volume = {10},
      number = {4},
      pages = {865--880},
      year = {2018},
      publisher = {IEEE}
    }
    
  11. Cuculo, V. (2018). A probabilistic approach to the construction of a multimodal affect space (PhD thesis). Università degli Studi di Milano. [PDF]
    bibtex
    @phdthesis{cuculo2018probabilistic,
      title = {A probabilistic approach to the construction of a multimodal affect space},
      author = {Cuculo, Vittorio},
      year = {2018},
      school = {Universit{\`a} degli Studi di Milano}
    }
    
  12. Cuculo, V., D’Amelio, A., Lanzarotti, R., & Boccignone, G. (2018). Personality gaze patterns unveiled via automatic relevance determination. In Federation of International Conferences on Software Technologies: Applications and Foundations (pp. 171–184). Springer. [PDF]
    bibtex
    @inproceedings{cuculo2018personality,
      title = {Personality gaze patterns unveiled via automatic relevance determination},
      author = {Cuculo, Vittorio and D’Amelio, Alessandro and Lanzarotti, Raffaella and Boccignone, Giuseppe},
      booktitle = {Federation of International Conferences on Software Technologies: Applications and Foundations},
      pages = {171--184},
      year = {2018},
      organization = {Springer}
    }
    
  13. Boccignone, G., Cuculo, V., D’Amelio, A., Grossi, G., & Lanzarotti, R. (2018). Give Ear to My Face: Modelling Multimodal Attention to Social Interactions. In European Conference on Computer Vision (pp. 331–345). Springer. [PDF]
    bibtex
    @inproceedings{boccignone2018give,
      title = {Give Ear to My Face: Modelling Multimodal Attention to Social Interactions},
      author = {Boccignone, Giuseppe and Cuculo, Vittorio and D’Amelio, Alessandro and Grossi, Giuliano and Lanzarotti, Raffaella},
      booktitle = {European Conference on Computer Vision},
      pages = {331--345},
      year = {2018},
      organization = {Springer}
    }
    
  14. Boccignone, G., Conte, D., Cuculo, V., & Lanzarotti, R. (2017). AMHUSE: A Multimodal dataset for HUmour SEnsing. In ICMI 19th ACM International Conference on Multimodal Interaction. [PDF]
    bibtex
    @inproceedings{boccignone2017amhuse,
      title = {AMHUSE: A Multimodal dataset for HUmour SEnsing},
      author = {Boccignone, Giuseppe and Conte, Donatello and Cuculo, Vittorio and Lanzarotti, Raffaella},
      booktitle = {ICMI 19th ACM International Conference on Multimodal Interaction},
      year = {2017}
    }
    
  15. Boccignone, G., Cuculo, V., Grossi, G., Lanzarotti, R., & Migliaccio, R. (2017). Virtual EMG via facial video analysis. In ICIAP 2017 - 19th International Conference on Image Analysis and Processing. Best Paper Award [PDF]
    bibtex
    @inproceedings{boccignone2017virtual,
      title = {Virtual EMG via facial video analysis},
      author = {Boccignone, Giuseppe and Cuculo, Vittorio and Grossi, Giuliano and Lanzarotti, Raffaella and Migliaccio, Raffaella},
      booktitle = {ICIAP 2017 - 19th International Conference on Image Analysis and Processing},
      year = {2017},
      note = {Best Paper Award}
    }
    
  16. Ceruti, C., Cuculo, V., D’Amelio, A., Grossi, G., & Lanzarotti, R. (2017). Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks. In International Conference on Image Analysis and Processing (pp. 189–196). Springer, Cham. [PDF]
    bibtex
    @inproceedings{ceruti2017taking,
      title = {Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks},
      author = {Ceruti, Claudio and Cuculo, Vittorio and D’Amelio, Alessandro and Grossi, Giuliano and Lanzarotti, Raffaella},
      booktitle = {International Conference on Image Analysis and Processing},
      pages = {189--196},
      year = {2017},
      organization = {Springer, Cham}
    }
    
  17. D’Amelio, A., Cuculo, V., Grossi, G., Lanzarotti, R., & Lin, J. (2017). A note on modelling a somatic motor space for affective facial expressions. In International Conference on Image Analysis and Processing (pp. 181–188). Springer, Cham. [PDF]
    bibtex
    @inproceedings{damelio2017note,
      title = {A note on modelling a somatic motor space for affective facial expressions},
      author = {D’Amelio, Alessandro and Cuculo, Vittorio and Grossi, Giuliano and Lanzarotti, Raffaella and Lin, Jianyi},
      booktitle = {International Conference on Image Analysis and Processing},
      pages = {181--188},
      year = {2017},
      organization = {Springer, Cham}
    }
    
  18. Cuculo, V., Lanzarotti, R., & Boccignone, G. (2015). The color of smiling: computational synaesthesia of facial expressions. In ICIAP 2015 - 18th International Conference on Image Analysis and Processing (Vol. 9279, pp. 203–214). Murino, Vittorio and Puppo, Enrico. [PDF]
    bibtex
    @inproceedings{cuculo2015color,
      title = {The color of smiling: computational synaesthesia of facial expressions},
      author = {Cuculo, Vittorio and Lanzarotti, Raffaella and Boccignone, Giuseppe},
      booktitle = {ICIAP 2015 - 18th International Conference on Image Analysis and Processing},
      volume = {9279},
      pages = {203--214},
      year = {2015},
      publisher = {Murino, Vittorio and Puppo, Enrico}
    }
    
  19. Cuculo, V., Lanzarotti, R., & Boccignone, G. (2014). Using sparse coding for landmark localization in facial expressions. In Visual Information Processing (EUVIP), 2014 5th European Workshop on (pp. 1–6). IEEE. [PDF]
    bibtex
    @inproceedings{cuculo2014using,
      title = {Using sparse coding for landmark localization in facial expressions},
      author = {Cuculo, Vittorio and Lanzarotti, Raffaella and Boccignone, Giuseppe},
      booktitle = {Visual Information Processing (EUVIP), 2014 5th European Workshop on},
      pages = {1--6},
      year = {2014},
      organization = {IEEE}
    }