Faculty of Information Technology, BUT

Project Details

Pokročilá extrakce a rozpoznávání obsahu tištěných a rukou psaných digitalizátů pro zvýšení jejich přístupnosti a využitelnosti

Project Period: 01.03.2018 - 31.12.2022

Code: DG18P02OVV055

Agency: Ministry of Culture Czech Republic

Program: Program na podporu aplikovaného výzkumu a experimentálního vývoje národní a kulturní identity na léta 2016 až 2022 (NAKI II)

English title
Advanced content extraction and recognition for printed and handwritten documents for better accessibility and usability
Type
grant
Keywords
Optical character recognition, handwriting recognition, natural language processing, quality enhancement, language model, convolutional neural networks recurrent neural networks
Abstract
The project aims to create technology and tools which would improve accessibility of digitized historic documents. These tools, based on state of the art methods from computer vision, machine learning and language modeling, will enable existing digital archives and libraries to provide full-text search and content extraction for low quality historic printed and all hand written documents - which can not be automatically processed by the currently available tools. The project extends automation and capabilities of digitization pipeline by providing tools for automated quality assessment and control, quality improvement, automated text transcription of historic printed documents, semi-automated hand written text transcription, and automatic extraction of semantic information from semi-structured documents (e.g. library catalogs and birth records). The created tools and techniques will be validated by processing selected collections of digitized materials and by a pilot operation by cooperation with Moravian Library.
Team members
Smrž Pavel, doc. RNDr., Ph.D. (UPGM FIT VUT) , research leader
Bařina David, Ing., Ph.D. (UPGM FIT VUT) , team leader
Hradiš Michal, Ing., Ph.D. (UPGM FIT VUT) , team leader
Juránek Roman, Ing., Ph.D. (UPGM FIT VUT) , team leader
Zemčík Pavel, prof. Dr. Ing. (UPGM FIT VUT) , team leader
Beneš Karel, Ing. (UPGM FIT VUT)
Kašpárek Tomáš, Ing. (CVT FIT VUT)
Kišš Martin, Ing. (UPGM FIT VUT)
Kodym Oldřich, Ing. (UPGM FIT VUT)
Kreslík František, Ing. (CVT FIT VUT)
Michal Bohumil, Ing. (CVT FIT VUT)
Otáhalová Sylva (UPGM FIT VUT)
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