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. Journal
    Lucia Bissi; Giuseppe Baruffa; Pisana Placidi; Elisa Ricci; Andrea Scorzoni; Paolo Valigi,
    Automated defect detection in uniform and structured fabrics using Gabor filters and PCA,
    in «JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION»,
    vol. 24,
    2013
    , pp. 838-
    845
  2. ICIP 2013
    Yan Yan; Gaowen Liu; Elisa Ricci; Nicu Sebe,
    Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition,
    Proceedings of the International Conference on Image Processing,
    2013
    , pp. 2842-
    2846
  3. IROS 2013
    Gabriele Costante; Thomas A. Ciarfuglia; Paolo Valigi; Elisa Ricci,
    A transfer learning approach for multi-cue semantic place recognition,
    2013 IEEE/RSJ International Conference on Intelligent Robots and Systems,
    2013
    , pp. 2122-
    2129
  4. EUSIPCO 2012
    R.L. Vieriu; A. Rajagopal; R. Subramanian; O. Lanz; E. Ricci; N. Sebe; K. Ramakrishnan,
    Boosting-based Transfer Learning for Multi-View Head-Pose Classification From Surveillance Videos,
    Proc. European Signal Processing Conference (EUSIPCO 2012),
    2012
  5. Conference
    A. Rajagopal; R. Subramanian; R. Vieriu; E. Ricci; O. Lanz; N. Sebe; K. Ramakrishnan,
    An Adaptation Framework for Head Pose Estimation in Dynamic Multi-view Scenarios,
    Proc. Asian Conference on Computer Vision (ACCV’12),
    2012
  6. Lorenzo Porzi; Elisa Ricci; Thomas A. Ciarfuglia; Michele Zanin,
    Visual-inertial Tracking on Android for Augmented Reality Applications,
    2012
  7. ENERGYCON 2012
    Alessio Ragnacci; Marco Pastorelli; Paolo Valigi; Elisa Ricci,
    Exploiting dimensionality reduction techniques for photovoltaic power forecasting,
    IEEE International Energy Conference and Exhibition (ENERGYCON),
    2012
    , pp. 867-
    872
  8. ICPR 2012
    Zen G.; Rostamzadeh N.; Staiano J.; Ricci E.; Sebe N.,
    Enhanced semantic descriptors for functional scene categorization,
    Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012,
    2012
  9. ECCV 2012
    Gloria Zen; Elisa Ricci; Nicu Sebe,
    Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes,
    European Conference on Computer Vision,
    vol. 7577,
    2012
    , pp. 199-
    213
  10. ICPR 2012
    M. Tiribuzi; M. Pastorelli; P. Valigi; E. Ricci,
    A Multiple Kernel Learning framework for detecting altered fingerprints,
    International Conference on Pattern Recognition (ICPR),
    2012
    , pp. 3402-
    3405
  11. IROS 2012
    Thomas A. Ciarfuglia; Gabriele Costante; Paolo Valigi; Elisa Ricci,
    A discriminative approach for appearance based loop closing,
    IEEE/RSJ International Conference on Intelligent Robots and Systems,
    2012
    , pp. 3837-
    3843
  12. Conference
    L. Bissi; G. Baruffa; P. Placidi; E. Ricci; A. Scorzoni; P. Valigi,
    Patch based yarn defect detection using Gabor filters,
    IEEE International Instrumentation and Measurement Technology Conference Proceedings,
    2012
    , pp. 240-
    244
  13. G. Zen; E. Ricci; S. Messelodi; N. Sebe,
    Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes,
    2011
  14. G. Zen; E. Ricci,
    Earth Mover’s Prototypes: a Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes,
    Computer Vision and Pattern Recognition,
    2011
    , pp. 3225-
    3232
  15. ICPR 2010
    G. Zen; O. Lanz; S. Messelodi; E. Ricci,
    Tracking Multiple People with Illumination Maps,
    Proceedings of International Conference on Pattern Recognition,
    IEEE,
    2010
    , pp. 3484-
    3487
  16. Conference
    G. Zen; B. Lepri; E. Ricci; O. Lanz,
    Space Speaks – Towards Socially and Personality Aware Visual Surveillance,
    Proceedings of ACM Multimedia,
    ACM,
    2010
    , pp. 37-
    42
  17. ICPR 2010
    Ricci, Elisa; Tobia, Francesco; G., Zen,
    Learning Pedestrian Trajectories with Kernels,
    Proc. of International Conference on Pattern Recognition - ICPR,
    IEEE,
    2010
    , pp. 149-
    152
  18. S. Duffner; J.M. Odobez; E. Ricci,
    Dynamic Partitioned Sampling For Tracking With Discriminative Features,
    2009
  19. ICIP 2009
    E. Ricci; J.M Odobez,
    Learning Large Margin Likelihoods for Realtime Head Pose Tracking,
    Image Processing (ICIP), 2009 16th IEEE International Conference on,
    2009
    , pp. 2565-
    2568
  20. Journal
    E. Ricci; T. De Bie; N. Cristianini,
    Magic Moments for Structured Output Prediction,
    in «JOURNAL OF MACHINE LEARNING RESEARCH»,
    vol. 9,
    2008
    , pp. 2803-
    2846