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. TCI
    Nazir, Saqib; Vaquero, Lorenzo; Mucientes, Manuel; Brea, Víctor M.; Coltuc, Daniela,
    Depth Estimation and Image Restoration by Deep Learning From Defocused Images,
    in «IEEE Trans. Computational Imaging»,
    vol. 9,
    2023
    , pp. 607-
    619
  2. MVA
    Bayraktar, Ertugrul; Wang, Yiming; Del Bue, Alessio,
    Fast re-OBJ: real-time object re-identification in rigid scenes,
    in «Mach. Vis. Appl.»,
    vol. 33,
    n. 6,
    2022
    , pp. 97-
  3. RA-L
    Zhou, Youjie; Wang, Yiming; Poiesi, Fabio; Qin, Qi; Wan, Yi,
    Loop Closure Detection Using Local 3D Deep Descriptors,
    in «IEEE Robotics Autom. Lett.»,
    vol. 7,
    n. 3,
    2022
    , pp. 6335-
    6342
  4. BMVC 2022
    Conti, Alessandro; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
    Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition,
    33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022,
    BMVA Press,
    2022
    , pp. 486-
  5. CVPR 2022
    Giuliari, Francesco; Skenderi, Geri; Cristani, Marco; Wang, Yiming; Del Bue, Alessio,
    Spatial Commonsense Graph for Object Localisation in Partial Scenes,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022,
    IEEE,
    2022
    , pp. 19496-
    19505
  6. ICIAP 2022
    Mohammadi, Seyed Saber; Wang, Yiming; Taiana, Matteo; Morerio, Pietro; Del Bue, Alessio,
    SVP-Classifier: Single-View Point Cloud Data Classifier with Multi-view Hallucination,
    Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II,
    Springer,
    vol. 13232,
    2022
    , pp. 15-
    26
  7. ICIAP 2022
    Dall'Asen, Nicola; Wang, Yiming; Tang, Hao; Zanella, Luca; Ricci, Elisa,
    Graph-Based Generative Face Anonymisation with Pose Preservation,
    Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II,
    Springer,
    vol. 13232,
    2022
    , pp. 503-
    515
  8. ICIP 2022
    Talon, Davide; Del Bue, Alessio; James, Stuart,
    Ganzzle: Reframing Jigsaw Puzzle Solving as a Retrieval Task using a Generative Mental Image,
    2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022,
    IEEE,
    2022
    , pp. 4083-
    4087
  9. Pattern Recognition
    Vaquero, Lorenzo; Brea, Víctor M.; Mucientes, Manuel,
    Tracking more than 100 arbitrary objects at 25 FPS through deep learning,
    in «Pattern Recognit.»,
    vol. 121,
    2022
    , pp. 108205-
  10. ICIP 2022
    Nazir, Saqib; Vaquero, Lorenzo; Mucientes, Manuel; Brea, Víctor M.; Coltuc, Daniela,
    2HDED: Net for Joint Depth Estimation and Image Deblurring from a Single Out-of-Focus Image,
    2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022,
    IEEE,
    2022
    , pp. 2006-
    2010
  11. ICPR 2022
    Vaquero, Lorenzo; Brea, Víctor M.; Mucientes, Manuel,
    Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks,
    26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022,
    IEEE,
    2022
    , pp. 3485-
    3491
  12. TPAMI
    Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Inferring Latent Domains for Unsupervised Deep Domain Adaptation,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 43,
    n. 2,
    2021
    , pp. 485-
    498
  13. WACV 2021
    Aghaei, Maya; Bustreo, Matteo; Wang, Yiming; Bailo, Gianluca; Morerio, Pietro; Del Bue, Alessio,
    Single image human proxemics estimation for visual social distancing,
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
    IEEE,
    2021
    , pp. 2785-
    2795
  14. ICIP 2021
    Morerio, Pietro; Bustreo, Matteo; Wang, Yiming; Del Bue, Alessio,
    End-To-End Pairwise Human Proxemics from Uncalibrated Single Images,
    2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021,
    IEEE,
    2021
    , pp. 3058-
    3062
  15. ICIP 2021
    Mohammadi, Seyed Saber; Wang, Yiming; Del Bue, Alessio,
    Pointview-GCN: 3D Shape Classification With Multi-View Point Clouds,
    2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021,
    IEEE,
    2021
    , pp. 3103-
    3107
  16. IROS 2021
    Giuliari, Francesco; Castellini, Alberto; Berra, Riccardo; Del Bue, Alessio; Farinelli, Alessandro; Cristani, Marco; Setti, Francesco; Wang, Yiming,
    POMP++: Pomcp-based Active Visual Search in unknown indoor environments,
    IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021,
    IEEE,
    2021
    , pp. 1523-
    1530
  17. Journal
    Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Ricci, Elisa; Sebe, Nicu,
    Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets,
    in «IEEE TRANSACTIONS ON MULTIMEDIA»,
    vol. 22,
    n. 11,
    2020
    , pp. 2808-
    2819
  18. ICPR 2020
    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
  19. ICPR 2020
    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
  20. BMVC 2020
    Wang, Yiming; Giuliari, Francesco; Berra, Riccardo; Castellini, Alberto; Bue, Del Alessio; Farinelli, Alessandro; Cristani, Marco; Setti, Francesco,
    POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments,
    Proceedings of the British Machine Vision Conference,
    BMVA Press,
    2020