Thesis title

Recognizing New Visual Categories in Real Open World Environments

Tutors

• Barbara Caputo

Master of Science

• Machine learning and Deep learning. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
• Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

• VANDAL - Visual and Multimodal Applied Learning Laboratory

• Fontanel, Dario; Higham, David; Vallade, Benoit Quentin Arthur (2023)
  On the Importance of Spatio-Temporal Learning for Video Quality Assessment. In: Proceeding of the IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii (USA), 3-7 January 2023, pp. 481-487
  Contributo in Atti di Convegno (Proceeding)
• Fontanel, Dario; Cermelli, Fabio; Geraci, Antonino; Musarra, Mauro; Tarantino, Matteo; ... (2022)
  Relaxing the Forget Constraints in Open World Recognition. In: 21st International Conference on Image Analysis and Processing, Lecce (Italy), May 23–27, 2022, pp. 751-763
  Contributo in Atti di Convegno (Proceeding)
• Cermelli, Fabio; Geraci, Antonino; Fontanel, Dario; Caputo, Barbara (2022)
  Modeling Missing Annotations for Incremental Learning in Object Detection. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, New Orleans (USA), 19-20 June 2022, pp. 3699-3709
  Contributo in Atti di Convegno (Proceeding)
• Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara (2022)
  Incremental Learning in Semantic Segmentation from Image Labels. In: Conference on Computer Vision and Pattern Recognition 2022, New Orleans, Louisiana (USA), 18-24 June 2022, pp. 4361-4371
  Contributo in Atti di Convegno (Proceeding)
• Ciampaglia, Alberto; Fontanel, Dario; Colaianni, Gianluca; Dozio, Stefano; Mancinelli, ... (2021)
  Improving food value chain through sustainability scores. In: CERN IDEASQUARE JOURNAL OF EXPERIMENTAL INNOVATION. ISSN 2413-9505
  Contributo su Rivista