Publications

21. Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Boosting Domain Adaptation by Discovering Latent Domains,
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
    IEEE,
    2018
    , pp. 3771-
    3780
22. 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
23. Pilzer, Andrea; Xu, Dan; Puscas, Mihai; Ricci, Elisa; Sebe, Nicu,
    Unsupervised Adversarial Depth Estimation Using Cycled Generative Networks,
    International Conference on 3D Vision (3DV),
    2018
    , pp. 587-
    595
24. Mancini, Massimiliano; Bulo, Samuel Rota; Caputo, Barbara; Ricci, Elisa,
    Best Sources Forward: Domain Generalization through Source-Specific Nets,
    Proceedings of IEEE International Conference on Image Processing (ICIP),
    IEEE,
    2018
    , pp. 1353-
    1357
25. Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Fua, Pascal; Ricci, Elisa; Sebe, Nicu,
    Every Smile is Unique: Landmark-Guided Diverse Smile Generation,
    Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
    2018
    , pp. 7083-
    7092
26. Xu, Dan; Wang, Wei; Tang, Hao; Liu, Hong; Sebe, Nicu; Ricci, Elisa,
    Structured attention guided convolutional neural fields for monocular depth estimation,
    Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
    2018
    , pp. 3917-
    3925
27. Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patrick; Caputo, Barbara,
    Kitting in the Wild through Online Domain Adaptation,
    Proceedings of 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
    2018
28. Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara; Rota Bulò, Samuel,
    Adding New Tasks to a Single Network with Weight Transformations using Binary Masks,
    Computer Vision – ECCV 2018 Workshops, Proceedings Part II,
    Springer,
    vol. 11130,
    2018
    , pp. 180-
    190
29. Wang, Yiming; Cavallaro, Andrea,
    Concurrent Target Following with Active Directional Sensors,
    Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
    2018
    , pp. 6603-
    6607
30. Porzi, Lorenzo; Rota Bulò, Samuel; Lanz, Oswald; Valigi, Paolo; Ricci, Elisa,
    An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone,
    in «MACHINE VISION AND APPLICATIONS»,
    vol. 28,
    n. 1-2,
    2017
    , pp. 101-
    115
31. Porzi, Lorenzo; Rota Bulò, Samuel; Penate-Sanchez, Adrian; Ricci, Elisa; Moreno-Noguer, Francesc,
    Learning Depth-aware Deep Representations for Robotic Perception,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 2,
    n. 2,
    2017
    , pp. 468-
    475
32. Mancini, Massimiliano; Rota Bulo`, Samuel; Ricci, Elisa; Caputo, Barbara,
    Learning Deep NBNN Representations for Robust Place Categorization,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 2,
    n. 3,
    2017
    , pp. 1794-
    1801
33. Alameda-Pineda, Xavier; Subramanian, Ramanathan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
    SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions,
    Group and Crowd Behavior for Computer Vision,
    2017
    , pp. 321-
    340
34. Ricci, Elisa; Yan, Yan; Rajagopal, Anoop K.; Subramanian, Ramanathan; Vieriu, Radu L.; Lanz, Oswald; Sebe, Nicu,
    Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios,
    Group and Crowd Behavior for Computer Vision,
    2017
    , pp. 67-
    87
35. Wang, Yiming; Cavallaro, Andrea,
    Active visual tracking in multi-agent scenarios,
    Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
    2017
    , pp. 1-
    6
36. Alameda Pineda, Xavier; Staiano, Jacopo; Subramanian, Ramanathan; Batrinca, Ligia Maria; Ricci, Elisa; Lepri, Bruno; Lanz, Oswald; Sebe, Nicu,
    SALSA: A Novel Dataset for Multimodal Group Behaviour Analysis,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 38,
    n. 8,
    2016
    , pp. 1707-
    1720
37. Yan, Yan; Ricci, Elisa; Subramanian, Ramanathan; Liu, Gaowen; Lanz, Oswald; Sebe, Nicu,
    A Multi-task Learning Framework for Head Pose Estimation under Target Motion,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 38,
    n. 6,
    2016
    , pp. 1070-
    1083
38. Porzi, Lorenzo; Rota Bulò, Samuel; Ricci, Elisa,
    A Deeply-Supervised Deconvolutional Network for Horizon Line Detection,
    Proceedings of the 2016 ACM on Multimedia Conference,
    2016
    , pp. 137-
    141
39. Zen, Gloria; Porzi, Lorenzo; Sangineto, Enver; Ricci, Elisa; Sebe, Nicu,
    Learning Personalized Models for Facial Expression Analysis and Gesture Recognition,
    in «IEEE TRANSACTIONS ON MULTIMEDIA»,
    vol. 18,
    n. 4,
    2016
    , pp. 775-
    788
40. Wang, Yiming; Cavallaro, Andrea,
    Prioritized target tracking with active collaborative cameras,
    Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
    2016
    , pp. 131-
    137