Silvia Zottin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Document Layout

Cognitive Apprenticeship

Learning Strategies

Page Segmentation

Top Venues

ICIAP Workshops (2)

Publications

Silvia Zottin, Axel De Nardin, Emanuela Colombi, Claudio Piciarelli, Filippo Pavan, Gian Luca Foresti
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts. Neural Comput. Appl. 36 (20) (2024)
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti
A One-Shot Learning Approach to Document Layout Segmentation of Ancient Arabic Manuscripts. WACV (2024)
Silvia Zottin, Axel De Nardin, Emanuela Colombi, Claudio Piciarelli, Filippo Pavan, Gian Luca Foresti
U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts. CoRR (2024)
Axel De Nardin, Silvia Zottin, Emanuela Colombi, Claudio Piciarelli, Gian Luca Foresti
Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis. ICIAP Workshops (2) (2023)
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
Efficient few-shot learning for pixel-precise handwritten document layout analysis. WACV (2023)
Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti
Few-Shot Pixel-Precise Document Layout Segmentation via Dynamic Instance Generation and Local Thresholding. Int. J. Neural Syst. 33 (10) (2023)
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
Efficient few-shot learning for pixel-precise handwritten document layout analysis. CoRR (2022)
Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli
Dynamic Instance Generation for Few-Shot Handwritten Document Layout Segmentation (short paper). AI4CH@AI*IA (2022)