dataset creation 1hierarchical document structure 1layout detection 1newspaper image analysis 1transformer models 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Towards Hierarchical Structure Understanding of Newspaper Images
William Mocaër, Solène Tarride, Thomas Constum +7
The paper proposes two methods for parsing the complex hierarchical layout of newspaper images: a modular bottom‑up pipeline using existing models (YOLO, LayoutReader) and a new en…
cs.AI2024
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents
Thomas Constum, Pierrick Tranouez, Thierry Paquet
Information extraction from handwritten documents involves traditionally three distinct steps: Document Layout Analysis, Handwritten Text Recognition, and Named Entity Recognition.…
cs.CV2024
End-to-end information extraction in handwritten documents: Understanding Paris marriage records from 1880 to 1940
Thomas Constum, Lucas Preel, Théo Larcher +3
The EXO-POPP project aims to establish a comprehensive database comprising 300,000 marriage records from Paris and its suburbs, spanning the years 1880 to 1940, which are preserved…