The Deep Visual Learning research group consistently publishes in the most prestigious venues in artificial intelligence, including CVPR, ICCV, ECCV, NeurIPS, ICLR and AAAI, as well as top journals such as IEEE TPAMI and IJCV.

  1. Conference
    Porzi, Lorenzo; Rota Bulò, Samuel; Lepri, Bruno; Ricci, Elisa,
    Predicting and understanding urban perception with convolutional neural networks,
    Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
    2015
    , pp. 139-
    148
  2. Journal
    Yan, Yan; Ricci, Elisa; Liu, Gaowen; Sebe, Nicu,
    Egocentric daily activity recognition via multitask clustering,
    in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
    vol. 24,
    n. 10,
    2015
    , pp. 2984-95-
    2995
  3. Journal
    Costante, Gabriele; Ciarfuglia, Thomas A.; Valigi, Paolo; Ricci, Elisa,
    Transferring knowledge across robots: A risk sensitive approach,
    in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
    vol. 65,
    2015
    , pp. 1-
    14
  4. AVSS 2015
    Wang, Yiming; Cavallaro, Andrea,
    Coalition formation for distributed tracking in wireless camera networks,
    Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
    IEEE Computer Society,
    2015
    , pp. 1-
    6
  5. IJCV
    Rajagopal A.K.; Subramanian R.; Ricci E.; Vieriu R.L.; Lanz O.; Kalpathi R.; Sebe N.,
    Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images,
    in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
    vol. 109,
    2014
    , pp. 146-
    167
  6. Journal
    Thomas A. Ciarfuglia; Gabriele Costante; Paolo Valigi; Elisa Ricci,
    Evaluation of non-geometric methods for visual odometry,
    in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
    vol. 62,
    n. 11,
    2014
    , pp. 1717-
    1730
  7. ICASSP 2014
    Gabriele Costante; Valerio Galieni; Yan Yan; Mario Luca Fravolini; Elisa Ricci; Paolo Valigi,
    Exploiting transfer learning for personalized view invariant gesture recognition,
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
    2014
    , pp. 1250-
    1254
  8. Costante G.; Porzi L.; Lanz O.; Valigi P.; Ricci E.,
    Personalizing a Smartwatch-based Gesture Interface with Transfer Learning,
    Proc. EUSIPCO'14,
    2014
  9. Yan Y.; Subramanian R.; Ricci E.; Lanz O.; Sebe N.,
    Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive Environments,
    Proc. ICPR'14,
    2014
  10. Porzi L.; Rota Bulo' S.; Lanz O.; Valigi P.; Ricci E.,
    Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone,
    Proc. ICDSC'14,
    2014
  11. IROS 2014
    Gabriele Costante; Enrico Bellocchio; Paolo Valigi; Elisa Ricci,
    Personalizing Vision-Based Gestural Interfaces for HRI with UAVs: A Transfer Learning Approach,
    IEEE/RSJ International Conference on Intelligent Robots and Systems,
    2014
  12. ACM MM 2014
    Enver Sangineto; Gloria Zen; Elisa Ricci; Nicu Sebe,
    We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer,
    ACM International Conference on Multimedia,
    2014
  13. ICPR 2014
    Gloria Zen; Elisa Ricci; Nicu Sebe,
    Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover’s Distance,
    Proceedings of the International Conference on Pattern Recognition (ICPR’14),
    2014
  14. ICPR 2014
    Yan Yan; Elisa Ricci; Gaowen Liu; Ramanathan Subramanian; Nicu Sebe,
    Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition,
    Proceedings of the International Conference on Pattern Recognition,
    2014
  15. ICMI 2014
    Gloria Zen; Enver Sangineto; Elisa Ricci; Nicu Sebe,
    Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition,
    ACM International Conference on Multimodal Interaction (ICMI),
    2014
  16. ICIP 2014
    Yan Yan; Elisa Ricci; Negar Rostamzadeh; Nicu Sebe,
    It’s All About Habits: Exploiting Multi-Task Clustering for Activities of Daily Living Analysis,
    IEEE International Conference on Image Processing,
    2014
  17. Journal
    Yan Yan; Elisa Ricci; Ramanathan Subramanian; Gaowen Liu; Nicu Sebe,
    Multitask Linear Discriminant Analysis for View Invariant Action Recognition,
    in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
    vol. 23,
    2014
    , pp. 5599-
    5611
  18. TPAMI
    E. Ricci; G. Zen; N. Sebe; S. Messelodi,
    A Prototype Learning Framework using EMD: Application to Complex Scenes Analysis,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 35,
    n. 3,
    2013
    , pp. 513-
    526
  19. Porzi L.; Messelodi S.; Modena C.M.; Ricci E.,
    A Smart Watch-based Gesture Recognition System for Assisting People with Visual Impairments,
    ACM Multimedia 2013,
    ACM,
    2013
    , pp. 19-
    24
  20. ICCV 2013
    Yan Y; Ricci E.; Subramanian R.; Lanz O.; Sebe N.,
    No Matter Where You Are: Flexible Graph-guided Multi-task Learning for Multi-view Head Pose Classification Under Target Motion,
    Proceedings of ICCV 2013,
    2013
    , pp. 1177-
    1184