Projecten per jaar
Samenvatting
Semantic-aware document image processing has been neglected for the past decade in developing human-like AI systems for advanced document mining technologies such as information extraction on complex layouts. Despite versatile layouts, humans rely on perceptual-cognitive skills to comprehend document content. Thus, semantic-aware document processing can be developed by simulating human perceptual document recognition using joint visual and language processing. The visual data such as document-level information (e.g. relative position in the semantic sparse) are exposed to the language representation using the 4-connectivity label pattern (left, right, up, down). A transformer-based architecture is designed to learn this language representation and the inference performance shows promising results on tables with complex layouts.
Originele taal-2 | English |
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Status | Published - 21 jun 2022 |
Evenement | AI Flanders Research Days - Irish College, Leuven, Leuven, Belgium Duur: 21 jun 2022 → … https://www.flandersairesearch.be/nl/research-day |
Workshop
Workshop | AI Flanders Research Days |
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Land/Regio | Belgium |
Stad | Leuven |
Periode | 21/06/22 → … |
Internet adres |
Vingerafdruk
Duik in de onderzoeksthema's van 'A Perception-Inspired Intelligent Document Parsing and Comprehension Model'. Samen vormen ze een unieke vingerafdruk.Projecten
- 1 Actief
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VLAAI1: Vlaams Artificiële Intelligentie Onderzoeksprogramma (VAIOP) – tweede cyclus
1/01/24 → 31/12/28
Project: Toegepast