Elisa Ricci

Head of unit

    Publications

    1. Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
      in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
      vol. 43,
      n. 2,
      2021
      , pp. 485-
      498
    2. Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Ricci, Elisa; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON MULTIMEDIA»,
      vol. 22,
      n. 11,
      2020
      , pp. 2808-
      2819
    3. Ardino, Pierfrancesco; Liu, Yahui; Ricci, Elisa; Lepri, Bruno; De Nadai, Marco,
      Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation,
      Proceedings IEEE ICPR 2020,
      2020
    4. Osterno Vasconcelos, Levi; Mancini, Massimiliano; Boscaini, Davide; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
      Shape Consistent 2D Keypoint Estimation under Domain Shift,
      Proceedings of the 25th International Conference on Pattern Recognition,
      2020
    5. Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patric; Caputo, Barbara,
      Proceedings of 2019 International Conference on Robotics and Automation (ICRA),
      2019
    6. Mancini, Massimiliano; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
      Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
      2019
    7. Osterno Vasconcelos, Levi; Mancini, Massimiliano; Boscaini, Davide; Caputo, Barbara; Ricci, Elisa,
      Proceedings of 2019 International Conference on 3D Vision (3DV),
      2019
      , pp. 57-
      66
    8. Cermelli, Fabio; Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara,
      Proceedings of 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
      2019
    9. Xu, Dan; Ricci, Elisa; Wanli Ouyang, Null; Xiaogang Wang, Null; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
      vol. 41,
      n. 6,
      2019
      , pp. 1426-
      1440
    10. Siarohin, Aliaksandr; Zen, Gloria; Majtanovic, Cveta; Alameda-Pineda, Xavier; Ricci, Elisa; Sebe, Nicu,
      in «ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS»,
      vol. 15,
      n. 2,
      2019
      , pp. 1-
      22
    11. Siarohin, Aliaksandr; Zen, Gloria; Sebe, Nicu; Ricci, Elisa,
      Proceedings of Asian Conference on Computer Vision (ACCV 2018),
      vol. 11361,
      2019
      , pp. 483-
      498
    12. Ricci, Elisa; Rota Bulò, Samuel; Snoek, Cees; Lanz, Oswald; Messelodi, Stefano; Sebe, Nicu,
      Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I,
      Springer,
      vol. 11751,
      2019
      , pp. 1-
      17
    13. Ricci, Elisa; Rota Bulò, Samuel; Snoek, Cees; Lanz, Oswald; Messelodi, Stefano; Sebe, Nicu,
      Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II,
      Springer,
      vol. 11752,
      2019
      , pp. 1-
      17
    14. Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald; Ricci, Elisa,
      in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
      vol. 126,
      n. 2-4,
      2018
      , pp. 410-
      429
    15. Mancini, Massimiliano; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
      in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
      vol. 3,
      n. 3,
      2018
      , pp. 2093-
      2100
    16. Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
      Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
      IEEE,
      2018
      , pp. 3771-
      3780
    17. Xu, Dan; Alameda-Pineda, Xavier; Song, Jingkuan; Ricci, Elisa; Sebe, Nicu,
      Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval,
      in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
      vol. 27,
      n. 9,
      2018
      , pp. 4410-
      4421
    18. Pilzer, Andrea; Xu, Dan; Puscas, Mihai; Ricci, Elisa; Sebe, Nicu,
      International Conference on 3D Vision (3DV),
      2018
      , pp. 587-
      595
    19. Mancini, Massimiliano; Bulo, Samuel Rota; Caputo, Barbara; Ricci, Elisa,
      Proceedings of IEEE International Conference on Image Processing (ICIP),
      IEEE,
      2018
      , pp. 1353-
      1357
    20. Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Fua, Pascal; Ricci, Elisa; Sebe, Nicu,
      Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
      2018
      , pp. 7083-
      7092
    21. Xu, Dan; Wang, Wei; Tang, Hao; Liu, Hong; Sebe, Nicu; Ricci, Elisa,
      Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
      2018
      , pp. 3917-
      3925
    22. Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patrick; Caputo, Barbara,
      Proceedings of 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
      2018
    23. Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara; Rota Bulò, Samuel,
      Computer Vision – ECCV 2018 Workshops, Proceedings Part II,
      Springer,
      vol. 11130,
      2018
      , pp. 180-
      190
    24. Porzi, Lorenzo; Rota Bulò, Samuel; Lanz, Oswald; Valigi, Paolo; Ricci, Elisa,
      in «MACHINE VISION AND APPLICATIONS»,
      vol. 28,
      n. 1-2,
      2017
      , pp. 101-
      115
    25. Porzi, Lorenzo; Rota Bulò, Samuel; Penate-Sanchez, Adrian; Ricci, Elisa; Moreno-Noguer, Francesc,
      in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
      vol. 2,
      n. 2,
      2017
      , pp. 468-
      475
    26. Mancini, Massimiliano; Rota Bulo`, Samuel; Ricci, Elisa; Caputo, Barbara,
      in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
      vol. 2,
      n. 3,
      2017
      , pp. 1794-
      1801
    27. Alameda-Pineda, Xavier; Subramanian, Ramanathan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
      Group and Crowd Behavior for Computer Vision,
      2017
      , pp. 321-
      340
    28. Ricci, Elisa; Yan, Yan; Rajagopal, Anoop K.; Subramanian, Ramanathan; Vieriu, Radu L.; Lanz, Oswald; Sebe, Nicu,
      Group and Crowd Behavior for Computer Vision,
      2017
      , pp. 67-
      87
    29. Alameda Pineda, Xavier; Staiano, Jacopo; Subramanian, Ramanathan; Batrinca, Ligia Maria; Ricci, Elisa; Lepri, Bruno; Lanz, Oswald; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
      vol. 38,
      n. 8,
      2016
      , pp. 1707-
      1720
    30. Yan, Yan; Ricci, Elisa; Subramanian, Ramanathan; Liu, Gaowen; Lanz, Oswald; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
      vol. 38,
      n. 6,
      2016
      , pp. 1070-
      1083
    31. Porzi, Lorenzo; Rota Bulò, Samuel; Ricci, Elisa,
      Proceedings of the 2016 ACM on Multimedia Conference,
      2016
      , pp. 137-
      141
    32. Zen, Gloria; Porzi, Lorenzo; Sangineto, Enver; Ricci, Elisa; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON MULTIMEDIA»,
      vol. 18,
      n. 4,
      2016
      , pp. 775-
      788
    33. Camargo de Souza, Jose'; Negri, Matteo; Ricci, Elisa; Turchi, Marco,
      Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers),
      Association for Computational Linguistics,
      2015
      , pp. 219-
      228
    34. Ricci, Elisa; Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald,
      2015 IEEE International Conference on Computer Vision (ICCV),
      IEEE,
      2015
      , pp. 4660-
      4668
    35. Subramanian, Ramanathan; Varadarajan, Jagannadan; Ricci, Elisa; Lanz, Oswald; Winkler, Stefan,
      MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
      ACM,
      2015
      , pp. 835-
      838
    36. Alameda-Pineda, Xavier; Yan, Yan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
      MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
      ACM,
      2015
      , pp. 5-
      14
    37. Porzi, Lorenzo; Rota Bulò, Samuel; Lepri, Bruno; Ricci, Elisa,
      Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
      2015
      , pp. 139-
      148
    38. Yan, Yan; Ricci, Elisa; Liu, Gaowen; Sebe, Nicu,
      in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
      vol. 24,
      n. 10,
      2015
      , pp. 2984-95-
      2995
    39. Costante, Gabriele; Ciarfuglia, Thomas A.; Valigi, Paolo; Ricci, Elisa,
      in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
      vol. 65,
      2015
      , pp. 1-
      14
    40. Rajagopal A.K.; Subramanian R.; Ricci E.; Vieriu R.L.; Lanz O.; Kalpathi R.; Sebe N.,
      in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
      vol. 109,
      2014
      , pp. 146-
      167
    41. Thomas A. Ciarfuglia;Gabriele Costante;Paolo Valigi;Elisa Ricci,
      in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
      vol. 62,
      n. 11,
      2014
      , pp. 1717-
      1730
    42. 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
    43. Costante G.; Porzi L.; Lanz O.; Valigi P.; Ricci E.,
      Personalizing a Smartwatch-based Gesture Interface with Transfer Learning,
      Proc. EUSIPCO'14,
      2014
    44. Yan Y.; Subramanian R.; Ricci E.; Lanz O.; Sebe N.,
      Proc. ICPR'14,
      2014
    45. 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
    46. 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
    47. Enver Sangineto; Gloria Zen; Elisa Ricci; Nicu Sebe,
      ACM International Conference on Multimedia,
      2014
    48. Gloria Zen; Elisa Ricci; Nicu Sebe,
      Proceedings of the International Conference on Pattern Recognition (ICPR’14),
      2014
    49. Yan Yan; Elisa Ricci; Gaowen Liu; Ramanathan Subramanian; Nicu Sebe;,
      Proceedings of the International Conference on Pattern Recognition,
      2014
    50. Gloria Zen; Enver Sangineto; Elisa Ricci; Nicu Sebe,
      ACM International Conference on Multimodal Interaction (ICMI),
      2014
    51. 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
    52. Yan Yan;Elisa Ricci;Ramanathan Subramanian;Gaowen Liu;Nicu Sebe,
      in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
      vol. 23,
      2014
      , pp. 5599-
      5611
    53. E. Ricci; G. Zen; N. Sebe; S. Messelodi,
      in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
      vol. 35,
      n. 3,
      2013
      , pp. 513-
      526
    54. Porzi L.; Messelodi S.; Modena C.M.; Ricci E.,
      ACM Multimedia 2013,
      ACM,
      2013
      , pp. 19-
      24
    55. 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
    56. 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
    57. 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
    58. 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
    59. 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
    60. 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
    61. Lorenzo Porzi; Elisa Ricci; Thomas A. Ciarfuglia; Michele Zanin,
      Visual-inertial Tracking on Android for Augmented Reality Applications,
      2012
    62. 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
    63. 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
    64. Gloria Zen;Elisa Ricci;Nicu Sebe,
      European Conference on Computer Vision,
      vol. 7577,
      2012
      , pp. 199-
      213
    65. M. Tiribuzi; M. Pastorelli; P. Valigi; E. Ricci,
      International Conference on Pattern Recognition (ICPR),
      2012
      , pp. 3402-
      3405
    66. Thomas A. Ciarfuglia;Gabriele Costante;Paolo Valigi;Elisa Ricci,
      IEEE/RSJ International Conference on Intelligent Robots and Systems,
      2012
      , pp. 3837-
      3843
    67. L. Bissi;G. Baruffa;P. Placidi;E. Ricci;A. Scorzoni;P. Valigi,
      IEEE International Instrumentation and Measurement Technology Conference Proceedings,
      2012
      , pp. 240-
      244
    68. G. Zen; E. Ricci; S. Messelodi; N. Sebe,
      Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes,
      2011
    69. G. Zen; E. Ricci,
      Computer Vision and Pattern Recognition,
      2011
      , pp. 3225-
      3232
    70. 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
    71. 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
    72. Ricci, Elisa; Tobia, Francesco; G., Zen,
      Proc. of International Conference on Pattern Recognition - ICPR,
      IEEE,
      2010
      , pp. 149-
      152
    73. S. Duffner; J.M. Odobez; E. Ricci,
      2009
    74. 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
    75. E. Ricci; T. De Bie; N. Cristianini,
      in «JOURNAL OF MACHINE LEARNING RESEARCH»,
      vol. 9,
      2008
      , pp. 2803-
      2846
    76. E. Ricci; R. Perfetti,
      Recurrent Correlation Associative Memories: A Feature Space Perspective,
      in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
      vol. 19,
      2008
      , pp. 333-
      345
    77. E. Ricci; R. Perfetti,
      Large Margin Methods for Structured Output Prediction.,
      Computational Intelligence Paradigms,
      Springer-Verlag,
      2008
      , pp. 109-
      132
    78. N. Cristianini; E. Ricci,
      Support Vector Machines,
      Encyclopedia of Algorithms,
      Springer-Verlag,
      2008
      , pp. 928-
      932
    79. E. Ricci; R.Perfetti,
      Retinal blood vessel segmentation using line operators and support vector classification.,
      in «IEEE TRANSACTIONS ON MEDICAL IMAGING»,
      vol. 26,
      n. 10,
      2007
      , pp. 1357-
      1365
    80. E. Ricci; T. De Bie; N. Cristianini,
      Discriminative sequence labeling by Z-score optimization,
      2007
      , pp. 274-
      285
    81. R. Perfetti; E. Ricci; D. Casali; G. Costantini,
      Cellular neural network with virtual template expansion for Retinal Vessel Segmentation,
      in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS»,
      vol. 54,
      n. 2,
      2007
      , pp. 141-
      145
    82. E. Ricci; T. De Bie; N. Cristianini,
      Learning to align: a statistical approach,
      Advances in Intelligent Data Analysis VII,
      Springer-Verlag,
      vol. 4723/2007,
      2007
      , pp. 25-
      36
    83. R. Perfetti; E. Ricci,
      Analog neural network for support vector machine learning,
      in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
      vol. 17,
      n. 4,
      2006
      , pp. 1085-
      1091
    84. E. Ricci; R. Perfetti,
      Improved pruning strategy for radial basis function networks with dynamic decay adjustment,
      in «NEUROCOMPUTING»,
      vol. 69,
      n. 13-15,
      2006
      , pp. 1728-
      1732
    85. R. Perfetti; E. Ricci,
      Reduced complexity RBF classifiers with support vector centres and dynamic decay adjustment,
      in «NEUROCOMPUTING»,
      vol. 69,
      n. 16-18,
      2006
      , pp. 2446-
      2450
    86. E. Ricci; L. Rugini; R. Perfetti,
      SVM based CDMA receiver with incremental active learning,
      in «NEUROCOMPUTING»,
      vol. 69,
      n. 13-15,
      2006
      , pp. 1691-
      1696
    87. D. Casali; G. Costantini; R. Perfetti; E. Ricci,
      Associative memory design using support vector machines,
      in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
      vol. 17,
      n. 5,
      2006
      , pp. 1165-
      1174
    88. M. Ciappa; M. Stangoni; W. Fichtner; A. Scorzoni; E. Ricci,
      On the Use of Neural Networks to Solve the Reverse Modelling Problem for the Quantification of Dopant Profiles Extracted by Scanning Probe Microscopy Techniques,
      2004
      , pp. 1703-
      1708