Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding A De Nardin, S Zottin, C Piciarelli, E Colombi, GL Foresti Available at SSRN 4333692, 2023 | 9 | 2023 |
Efficient few-shot learning for pixel-precise handwritten document layout analysis A De Nardin, S Zottin, M Paier, GL Foresti, E Colombi, C Piciarelli Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023 | 7 | 2023 |
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts S Zottin, A De Nardin, E Colombi, C Piciarelli, F Pavan, GL Foresti Neural Computing and Applications, 1-13, 2024 | 4 | 2024 |
Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis A De Nardin, S Zottin, E Colombi, C Piciarelli, GL Foresti International Conference on Image Analysis and Processing, 489-499, 2023 | 2 | 2023 |
A One-Shot Learning Approach to Document Layout Segmentation of Ancient Arabic Manuscripts A De Nardin, S Zottin, C Piciarelli, E Colombi, GL Foresti Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 1 | 2024 |
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells HA Madni, RM Umer, S Zottin, C Marr, GL Foresti International Journal of Medical Informatics, 105806, 2025 | | 2025 |
ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM) S Zottin, A De Nardin, GL Foresti, E Colombi, C Piciarelli International Conference on Document Analysis and Recognition, 315-331, 2024 | | 2024 |
In-domain versus out-of-domain transfer learning for document layout analysis A De Nardin, S Zottin, C Piciarelli, GL Foresti, E Colombi International Journal on Document Analysis and Recognition (IJDAR), 1-15, 2024 | | 2024 |
Dynamic instance generation for few-shot handwritten document layout segmentation (short paper) A De Nardin, S Zottin, M Paier, GL Foresti, E Colombi, C Piciarelli CEUR WORKSHOP PROCEEDINGS 3286, 26-34, 2022 | | 2022 |