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kintopp : handwriting   14

A Scalable Handwritten Text Recognition System
Many studies on (Offline) Handwritten Text Recognition (HTR) systems have focused on building state-of-the-art models for line recognition on small corpora. However, adding HTR capability to a large scale multilingual OCR system poses new challenges. This paper addresses three problems in building such systems: data, efficiency, and integration. Firstly, one of the biggest challenges is obtaining sufficient amounts of high quality training data. We address the problem by using online handwriting data collected for a large scale production online handwriting recognition system. We describe our image data generation pipeline and study how online data can be used to build HTR models. We show that the data improve the models significantly under the condition where only a small number of real images is available, which is usually the case for HTR models. It enables us to support a new script at substantially lower cost. Secondly, we propose a line recognition model based on neural networks without recurrent connections. The model achieves a comparable accuracy with LSTM-based models while allowing for better parallelism in training and inference. Finally, we present a simple way to integrate HTR models into an OCR system. These constitute a solution to bring HTR capability into a large scale OCR system.
analysis  handwriting  ocr  tools 
12 weeks ago by kintopp
"Kurrentschreibmaschine" - Archivführer Deutsche Kolonialgeschichte
Deutschlands koloniale Vergangenheit hat vielfältige Spuren in den Archiven hinterlassen. Diese Spuren zusammenzufassen und mit Informationen zu den Orten, Akteuren, Objekten und Ereignissen zu verknüpfen, ist das Ziel dieses Projekts. via Pocket
handwriting  history  tools 
february 2019 by kintopp
Experiments with early modern manuscripts and computer-aided transcription - The Collation
Guest post by Minyue Dai, Carrie Yang, Reeve Ingle, and Meaghan J. Brown. Hundreds of years ago, scholars might spend hours in a library searching through thousands of pages to find a useful paragraph.Things get much easier when we can work with digitized text. via Pocket
google  handwriting  ocr 
december 2018 by kintopp
The Digital Orientalist | Practical examples and theoretical reflections on the do's and don'ts of using digital tools for your study and research in Arabic and Islamic Studies.
Many people in universities have a Mac. Yet, the world still for the most part runs on Windows. This can be an issue when you wish to collaborate or make use of certain applications. Here are some pointers to think Many people in universities have a Mac. via Pocket
books  diy  handwriting  learn  manuscripts 
november 2018 by kintopp
DATeCH International Conference 2019 - Call for Papers - IMPACT Centre of Competence
The International DATeCH (Digital Access to Textual Cultural Heritage) conference brings together researchers and practitioners seeking innovative approaches for the creation, transformation and exploitation of historical documents in digital form. via Pocket
analysis  belgium  cfp  culture  handwriting  nlp  ocr  recognition  text 
november 2018 by kintopp
Archetype
Helping straight from the outset, Archetype’s batch uploading allows you to bring multiple digital images into your repository in a single pass, avoiding repetitive and error-prone manual uploads. via Pocket
annotation  classification  handwriting  images  manuscripts  recognition  text  tools  ml 
november 2018 by kintopp
In Codice Ratio
In Codice Ratio is a research project that aims at developing novel methods and tools to support content analysis and knowledge discovery from large collections of historical documents. via Pocket
handwriting  manuscripts  ocr  recognition  text 
may 2018 by kintopp
TSX by cziaarm
TSX is a web interface for transcription of digitised handwritten material "by the crowd". TSX was developed as part of the tranScripotium project and uses the Transkribus web servicces to manage transcripts and access digitised images and HTR tool outputs. via Pocket
crowdsourcing  handwriting  ocr  tools  transcription 
september 2017 by kintopp
My Text in Your Handwriting | UCL Visual Computing
There are many scenarios where we wish to imitate a specific author's pen-on-paper handwriting style. via Pocket
handwriting  ml 
august 2016 by kintopp
tranScriptorium | tranScriptorium
tranScriptorium is a STREP of the Seventh Framework Programme in the ICT for Learning and Access to Cultural Resources challenge. via Pocket
handwriting  recognition  tools 
april 2016 by kintopp
First international co:op convention | co:op
Technology meets Scholarship, or how Handwritten Text Recognition will Revolutionize Access to Archival Collections. via Pocket
conference  handwriting  ocr  recognition 
november 2015 by kintopp

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