no code implementations • 1 Mar 2024 • Musab Al-Ghadi, Joris Voerman, Souhail Bakkali, Mickaël Coustaty, Nicolas Sidere, Xavier St-Georges
The increasing use of digital technologies and mobile-based registration procedures highlights the vital role of personal identity documents (IDs) in verifying users and safeguarding sensitive information.
1 code implementation • 6 Dec 2023 • Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo, Jérôme Brachat, Jean-Marc Ogier
We explore the possibility of improving probabilistic models in structured prediction.
no code implementations • 3 Jul 2023 • Arthur Hemmer, Jérôme Brachat, Mickaël Coustaty, Jean-Marc Ogier
Post-OCR processing has significantly improved over the past few years.
1 code implementation • ICCV 2023 • Jordy Van Landeghem, Rubén Tito, Łukasz Borchmann, Michał Pietruszka, Paweł Józiak, Rafał Powalski, Dawid Jurkiewicz, Mickaël Coustaty, Bertrand Ackaert, Ernest Valveny, Matthew Blaschko, Sien Moens, Tomasz Stanisławek
We call on the Document AI (DocAI) community to reevaluate current methodologies and embrace the challenge of creating more practically-oriented benchmarks.
1 code implementation • 11 Feb 2023 • Štěpán Šimsa, Milan Šulc, Michal Uřičář, Yash Patel, Ahmed Hamdi, Matěj Kocián, Matyáš Skalický, Jiří Matas, Antoine Doucet, Mickaël Coustaty, Dimosthenis Karatzas
This paper introduces the DocILE benchmark with the largest dataset of business documents for the tasks of Key Information Localization and Extraction and Line Item Recognition.
no code implementations • 26 Feb 2020 • Tanmoy Mondal, LE Thi Thuy Trang, Mickaël Coustaty, Jean-Marc Ogier
Unfortunately, there have been very limited amount of work done in the domain of document image processing.