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ORCID15th DAS 2022: La Rochelle, France
- Seiichi Uchida
, Elisa H. Barney Smith, Véronique Eglin:
Document Analysis Systems - 15th IAPR International Workshop, DAS 2022, La Rochelle, France, May 22-25, 2022, Proceedings. Lecture Notes in Computer Science 13237, Springer 2022, ISBN 978-3-031-06554-5
Document Analysis Systems and Applications
- Masaya Ueda, Akisato Kimura, Seiichi Uchida:
Font Shape-to-Impression Translation. 3-17 - Yusuke Nagata, Jinki Otao, Daichi Haraguchi, Seiichi Uchida:
TrueType Transformer: Character and Font Style Recognition in Outline Format. 18-32 - Shuang Liu, Renshen Wang, Michalis Raptis, Yasuhisa Fujii:
Unified Line and Paragraph Detection by Graph Convolutional Networks. 33-47 - Rafael Dueire Lins, Rodrigo Barros Bernardino, Ricardo da Silva Barboza, Raimundo Oliveira:
The Winner Takes It All: Choosing the "best" Binarization Algorithm for Photographed Documents. 48-64 - Josep Brugués i Pujolràs, Lluís Gómez i Bigorda, Dimosthenis Karatzas:
A Multilingual Approach to Scene Text Visual Question Answering. 65-79
Information Extraction and Applications
- Ramon Pires, Fábio C. de Souza, Guilherme Moraes Rosa, Roberto A. Lotufo, Rodrigo Nogueira:
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents. 83-95 - Gattigorla Nagendar, Ramachandrula Sitaram:
Contrastive Graph Learning with Graph Convolutional Networks. 96-110 - Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Improving Information Extraction on Business Documents with Specific Pre-training Tasks. 111-125 - Prabhat Kumar Bharti, Tirthankar Ghosal, Mayank Agrawal, Asif Ekbal:
How Confident Was Your Reviewer? Estimating Reviewer Confidence from Peer Review Texts. 126-139
Historical Document Analysis + CSAWA
- Thomas Constum, Nicolas Kempf, Thierry Paquet, Pierrick Tranouez, Clément Chatelain, Sandra Brée, François Merveille:
Recognition and Information Extraction in Historical Handwritten Tables: Toward Understanding Early 20th Century Paris Census. 143-157 - Martin Kiss, Jan Kohút, Karel Benes, Michal Hradis:
Importance of Textlines in Historical Document Classification. 158-170 - Ladislav Lenc, Jirí Martínek, Josef Baloun, Martin Prantl, Pavel Král:
Historical Map Toponym Extraction for Efficient Information Retrieval. 171-183 - José Andrés, José Ramón Prieto, Emilio Granell, Verónica Romero, Joan-Andreu Sánchez, Enrique Vidal:
Information Extraction from Handwritten Tables in Historical Documents. 184-198 - Oliver Tüselmann, Gernot A. Fink:
Named Entity Linking on Handwritten Document Images. 199-213 - Hussein Adnan Mohammed, Agnieszka Helman-Wazny, Claudia Colini, Wiebke Beyer, Sebastian Bosch:
Pattern Analysis Software Tools (PAST) for Written Artefacts. 214-229 - Simon Schiff, Sylvia Melzer, Eva Wilden, Ralf Möller:
TEI-Based Interactive Critical Editions. 230-244
Handwriting Text Recognition
- George Retsinas, Giorgos Sfikas, Basilis Gatos, Christophoros Nikou:
Best Practices for a Handwritten Text Recognition System. 247-259 - Christoph Wick, Jochen Zöllner, Tobias Grüning:
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes. 260-274 - Killian Barrere, Yann Soullard, Aurélie Lemaitre, Bertrand Coüasnon:
A Light Transformer-Based Architecture for Handwritten Text Recognition. 275-290 - Joan-Andreu Sánchez, Enrique Vidal, Vicente Bosch:
Effective Crowdsourcing in the EDT Project with Probabilistic Indexes. 291-305
Applications in Handwriting
- Raphaela Heil, Ekta Vats, Anders Hast:
Paired Image to Image Translation for Strikethrough Removal from Handwritten Words. 309-322 - Xiaotong Ji, Yan Zheng, Daiki Suehiro, Seiichi Uchida:
Revealing Reliable Signatures by Learning Top-Rank Pairs. 323-337 - George Retsinas, Giorgos Sfikas, Basilis Gatos, Christophoros Nikou:
On-the-Fly Deformations for Keyword Spotting. 338-351 - Michael Koepf, Florian Kleber, Robert Sablatnig:
Writer Identification and Writer Retrieval Using Vision Transformer for Forensic Documents. 352-366 - José Andrés, Alejandro H. Toselli, Enrique Vidal:
Approximate Search for Keywords in Handwritten Text Images. 367-381 - Giorgos Sfikas, George Retsinas, Angelos P. Giotis, Basilis Gatos, Christophoros Nikou:
Keyword Spotting with Quaternionic ResNet: Application to Spotting in Greek Manuscripts. 382-396
Open-Source Software and Benchmarking
- Martin Maarand, Yngvil Beyer, Andre Kåsen, Knut T. Fosseide, Christopher Kermorvant:
A Comprehensive Comparison of Open-Source Libraries for Handwritten Text Recognition in Norwegian. 399-413 - Christian Reul, Stefan Tomasek, Florian Langhanki, Uwe Springmann:
Open Source Handwritten Text Recognition on Medieval Manuscripts Using Mixed Models and Document-Specific Finetuning. 414-428 - Claire Bizon Monroc, Blanche Miret, Marie-Laurence Bonhomme, Christopher Kermorvant:
A Comprehensive Study of Open-Source Libraries for Named Entity Recognition on Handwritten Historical Documents. 429-444 - Nathalie Abadie, Edwin Carlinet, Joseph Chazalon, Bertrand Dumenieu:
A Benchmark of Named Entity Recognition Approaches in Historical Documents Application to 19th Century French Directories. 445-460 - Hadia Showkat Kawoosa, Mandhatya Singh, Manoj Manikrao Joshi, Puneet Goyal:
NCERT5K-IITRPR: A Benchmark Dataset for Non-textual Component Detection in School Books. 461-475
Poster Session 1
- Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Antoine Doucet:
ReadOCR: A Novel Dataset and Readability Assessment of OCRed Texts. 479-491 - Ahmad Droby, Daria Vasyutinsky Shapira, Irina Rabaev, Berat Kurar Barakat, Jihad El-Sana:
Hard and Soft Labeling for Hebrew Paleography: A Case Study. 492-506 - Dmitrijs Kass, Ekta Vats:
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks. 507-522 - Boraq Madi, Reem Alaasam, Ahmad Droby, Jihad El-Sana:
HST-GAN: Historical Style Transfer GAN for Generating Historical Text Images. 523-537 - Sofiane Medjram, Véronique Eglin, Stéphane Bres:
Challenging Children Handwriting Recognition Study Exploiting Synthetic, Mixed and Real Data. 538-552 - Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
Combining Image Processing Techniques, OCR, and OMR for the Digitization of Musical Books. 553-567 - David Villanova-Aparisi, Carlos D. Martínez-Hinarejos, Verónica Romero, Moisés Pastor-i-Gadea:
Evaluation of Named Entity Recognition in Handwritten Documents. 568-582 - Adrià Molina, Lluís Gómez, Oriol Ramos Terrades, Josep Lladós:
A Generic Image Retrieval Method for Date Estimation of Historical Document Collections. 583-597 - Martin Mayr, Alex Felker, Andreas K. Maier, Vincent Christlein:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents. 598-612 - Konstantina Nikolaidou, Richa Upadhyay, Mathias Seuret, Marcus Liwicki:
Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification. 613-626
Poster Session 2
- Wassim Swaileh, Michel Jordan, Dimitris Kotzinos:
3D Modelling Approach for Ancient Floor Plans' Quick Browsing. 629-643 - Solène Tarride, Aurélie Lemaitre, Bertrand Coüasnon, Sophie Tardivel:
A Comparative Study of Information Extraction Strategies Using an Attention-Based Neural Network. 644-658 - Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D'Andecy, Jean-Marc Ogier:
QAlayout: Question Answering Layout Based on Multimodal Attention for Visual Question Answering on Corporate Document. 659-673 - Alexander Mattick, Martin Mayr, Andreas Maier, Vincent Christlein:
Is Multitask Learning Always Better? 674-687 - Athar Sefid, C. Lee Giles:
SciBERTSUM: Extractive Summarization for Scientific Documents. 688-701 - Panagiotis Kaddas, Basilis Gatos:
Using Multi-level Segmentation Features for Document Image Classification. 702-712 - Mohamed El Baha, Olivier Augereau, Sofiya Kobylyanskaya, Ioana Vasilescu, Laurence Devillers:
Eye Got It: A System for Automatic Calculation of the Eye-Voice Span. 713-725 - Mathieu Francois, Véronique Eglin, Maxime Biou:
Text Detection and Post-OCR Correction in Engineering Documents. 726-740 - Muhammad Atif Butt, Adnan Ul-Hasan, Faisal Shafait:
TraffSign: Multilingual Traffic Signboard Text Detection and Recognition for Urdu and English. 741-755 - Sergi Garcia-Bordils, George Tom, Sangeeth Reddy, Minesh Mathew, Marçal Rusiñol, C. V. Jawahar, Dimosthenis Karatzas:
Read While You Drive - Multilingual Text Tracking on the Road. 756-770 - Richin Sukesh, Mathias Seuret, Anguelos Nicolaou, Martin Mayr, Vincent Christlein:
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. 771-785
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