Datasets and annotations for layout analysis of scientific articles

A Gemelli, S Marinai, L Pisaneschi… - International Journal on …, 2024 - Springer
For a long time now, datasets containing scientific articles have been crucial to the analysis
and recognition of document images. These document collections have frequently served as …

Robust page object detection network for heterogeneous document images

HS Kawoosa, MS Kanroo, K Rana, P Goyal - International Journal on …, 2024 - Springer
Abstract Document Layout Analysis (DLA) has emerged as a challenging problem in the
field of computer vision. The primary goal of DLA involves the identification of page objects …

De-identification of Protected Health Information in Clinical Document Images using Deep Learning and Pattern Matching

R Sriram - Journal of Electronics, Electromedical Engineering …, 2025 - jeeemi.org
Clinical documents that include lab results, discharge summaries, and radiology reports of
patients are generally used by doctors for diagnosis and treatment. However, with the …

FoveaBox with Consistent Label Assignment Distillation for Page Object Detection

T Nguyen, H Le, ND Vo - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
With the increasing prevalence of digital documents replacing traditional paper documents,
there is an urgent need to develop techniques to extract information from them. In particular …

Adaptation accessible par l'IA: compréhension de l'acteur-réseau et exploration de la volonté de délégation

C Baudet, M Jeanneret Medina - Actes de la 29e conférence de l' …, 2024 - arodes.hes-so.ch
Résumé L'accès aux apprentissages et à la formation des personnes malvoyantes et
aveugles passe par un matériel pédagogique numérique accessible. Toutefois, le critère …

Adaptation accessible par l'IA: compréhension de l'acteur-réseau et exploration de la volonté de délégation

MJ Medina, C Baudet - AIM 2024, 2024 - hal.science
L'accès aux apprentissages et à la formation des personnes malvoyantes et aveugles passe
par un matériel pédagogique numérique accessible. Toutefois, le critère d'accessibilité …

De-identification of Clinical Document Images using Deep Learning and Data-Driven Methods

R Sriram - 2023 - researchsquare.com
Clinical Documents include clinical narratives, images, tables, charts, etc., that have
substantial value to researchers in the medical domain. Nevertheless, this information is …