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A Survey of Historical Document Image Datasets

16 March 2022

Konstantina Nikolaidou

Mathias Seuret

Hamam Mokayed

Marcus Liwicki

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Papers citing "A Survey of Historical Document Image Datasets"

45 / 45 papers shown

Title
Importance of Textlines in Historical Document Classification M. Kišš Janina Kohut Karel Beneš Michal Hradiš 28 4 0 24 Jan 2022
Digital Peter: Dataset, Competition and Handwriting Recognition Methods M. Potanin Denis Dimitrov Alex Shonenkov Vladimir Bataev Denis Karachev Maxim Novopoltsev 48 9 0 16 Mar 2021
docExtractor: An off-the-shelf historical document element extraction Tom Monnier Mathieu Aubry VLM 59 28 0 15 Dec 2020
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network Denis Coquenet Clément Chatelain Thierry Paquet AI4TS 68 81 0 07 Dec 2020
HORAE: an annotated dataset of books of hours Mélodie Boillet Marie-Laurence Bonhomme Dominique Stutzmann Christopher Kermorvant 46 20 0 01 Dec 2020
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments Mathias Seuret Anguelos Nicolaou Dominique Stutzmann Andreas Maier Vincent Christlein 113 12 0 20 Oct 2020
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents D. Prasad Ayan Gadpal Kshitij Kapadni Manish Visave Kavita A. Sultanpure LMTD 62 169 0 27 Apr 2020
A Large Dataset of Historical Japanese Documents with Complex Layouts Zejiang Shen Kaixuan Zhang Melissa Dell 54 44 0 18 Apr 2020
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents Vincent Christlein Anguelos Nicolaou Mathias Seuret Dominique Stutzmann Andreas Maier 33 26 0 08 Dec 2019
PubLayNet: largest dataset ever for document layout analysis Xu Zhong Jianbin Tang Antonio Jimeno Yepes 52 462 0 16 Aug 2019
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts Benjamin Kiessling D. Ezra M. Miller 46 29 0 09 Jul 2019
Comparing Machine Learning Approaches for Table Recognition in Historical Register Books Stéphane Clinchant Hervé Déjean Jean-Luc Meunier E. Lang Florian Kleber LMTD 35 30 0 14 Jun 2019
Offline Writer Identification based on the Path Signature Feature Songxuan Lai Lianwen Jin OffRL 60 11 0 03 May 2019
ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records Rajkumar Saini Derek Dobson Jon Morrey F. Liwicki Marcus Liwicki 38 20 0 08 Mar 2019
Deep Learning for Classical Japanese Literature Tarin Clanuwat Mikel Bober-Irizar A. Kitamoto Alex Lamb Kazuaki Yamamoto David R Ha 111 713 0 03 Dec 2018
LadderNet: Multi-path networks based on U-Net for medical image segmentation Juntang Zhuang SSeg MedIm 61 230 0 17 Oct 2018
Multi-Task Handwritten Document Layout Analysis Lorenzo Quirós 53 40 0 22 Jun 2018
Robust Classification with Convolutional Prototype Learning Hong-Ming Yang Xu-Yao Zhang Fei Yin Cheng-Lin Liu 69 345 0 09 May 2018
dhSegment: A generic deep-learning approach for document segmentation S. Oliveira Benoit Seguin F. Kaplan SSeg 71 172 0 27 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 228 19,353 0 13 Jan 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 149 4,943 0 03 Dec 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 316 9,815 0 25 Oct 2017
Unsupervised Feature Learning for Writer Identification and Writer Retrieval Vincent Christlein Martin Gropp Stefan Fiel Andreas Maier SSL 87 88 0 25 May 2017
READ-BAD: A New Dataset and Evaluation Scheme for Baseline Detection in Archival Documents Tobias Grüning R. Labahn Markus Diem Florian Kleber Stefan Fiel 40 65 0 09 May 2017
A Neural Representation of Sketch Drawings David R Ha Douglas Eck 133 870 0 11 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 389 27,275 0 20 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 524 10,358 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.5K 14,618 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 859 36,910 0 25 Aug 2016
Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark Xu-Yao Zhang Yoshua Bengio Cheng-Lin Liu 3DV 73 280 0 18 Jun 2016
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents Sebastian Sudholt G. Fink SSeg 71 226 0 01 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,204 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 220 2,492 0 21 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 540 62,477 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval Adam W. Harley Alex Ufkes Konstantinos G. Derpanis 135 401 0 25 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,357 0 11 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 496 43,717 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,637 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 484 16,922 0 20 Dec 2013
Text Line Segmentation of Historical Documents: a Survey Laurence Likforman-Sulem Abderrazak Zahour B. Taconet 402 453 0 10 Apr 2007