A comparison of approaches for automated text extraction from scholarly figures

F Böschen, A Scherp - … , MMM 2017, Reykjavik, Iceland, January 4-6, 2017 …, 2017 - Springer
So far, there has not been a comparative evaluation of different approaches for text
extraction from scholarly figures. In order to fill this gap, we have defined a generic pipeline …

Survey and empirical comparison of different approaches for text extraction from scholarly figures

F Böschen, T Beck, A Scherp - Multimedia Tools and Applications, 2018 - Springer
Different approaches have been proposed in the past to address the challenge of extracting
text from scholarly figures. However, until recently, no comparative evaluation of the different …

A neural approach for text extraction from scholarly figures

D Morris, P Tang, R Ewerth - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
In recent years, the problem of scene text extraction from images has received extensive
attention and significant progress. However, text extraction from scholarly figures such as …

Text localization in scientific figures using fully convolutional neural networks on limited training data

M Jessen, F Böschen, A Scherp - … of the ACM Symposium on Document …, 2019 - dl.acm.org
Text extraction from scientific figures has been addressed in the past by different
unsupervised approaches due to the limited amount of training data. Motivated by the recent …

[PDF][PDF] Text extraction from comic books

A Ghorbel, JM Ogier, N Vincent - GREC 2015 Eleventh IAPR …, 2015 - researchgate.net
Comic books are one of different forms of storytelling and entertainments around the word.
Through years, comic books have been widely spread. This fact has encouraged document …

ICDAR2017 robust reading challenge on text extraction from biomedical literature figures (DeTEXT)

C Yang, XC Yin, H Yu, D Karatzas… - 2017 14th IAPR …, 2017 - ieeexplore.ieee.org
Hundreds of millions of figures are available in the biomedical literature, representing
important biomedical experimental evidence. Since text is a rich source of information in …

Automatic text localisation in scanned comic books

C Rigaud, D Karatzas, J Van de Weijer… - … on Computer Vision …, 2013 - hal.science
Comic books constitute an important cultural heritage asset in many countries. Digitization
combined with subsequent document understanding enable direct content-based search as …

DeTEXT: A database for evaluating text extraction from biomedical literature figures

XC Yin, C Yang, WY Pei, H Man, J Zhang… - Plos one, 2015 - journals.plos.org
Hundreds of millions of figures are available in biomedical literature, representing important
biomedical experimental evidence. Since text is a rich source of information in figures …

Figure text extraction in biomedical literature

D Kim, H Yu - PloS one, 2011 - journals.plos.org
Background Figures are ubiquitous in biomedical full-text articles, and they represent
important biomedical knowledge. However, the sheer volume of biomedical publications has …