Mathias Seuret

Int. J. Document Anal. Recognit., September, 2023

ICDAR 2021 Historical Document Classification Test Dataset for Task 3 - Location.

[BibT_eX]

[DOI]

Dataset, April, 2023

Combining OCR Models for Reading Early Modern Printed Books.

[BibT_eX]

[DOI]

Janne van der Loop

CoRR, 2023

Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Historical Document Imaging and Processing, 2023

ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri.

[BibT_eX]

[DOI]

Isabelle Marthot-Santaniello

Stephen A. White

Olga Serbaeva Saraogi

Selaudin Agolli

Guillaume Carrière

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Combining OCR Models for Reading Early Modern Books.

[BibT_eX]

[DOI]

Janne van der Loop

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting.

[BibT_eX]

[DOI]

Guillaume Carrière

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

2022

A survey of historical document image datasets.

[BibT_eX]

[DOI]

Hamam Mokayed

Int. J. Document Anal. Recognit., 2022

Writer Retrieval and Writer Identification in Greek Papyri.

[BibT_eX]

[DOI]

Isabelle Marthot-Santaniello

Martin Mayr

Anguelos Nicolaou

Proceedings of the Intertwining Graphonomics with Human Movements, 2022

A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification.

[BibT_eX]

[DOI]

Richa Upadhyay

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

TorMentor: Deterministic dynamic-path, data augmentations with fractals.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection.

[BibT_eX]

[DOI]

Amir El-Ghoussani

Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups.

[BibT_eX]

[DOI]

Dataset, June, 2021

ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location.

[BibT_eX]

[DOI]

Dataset, May, 2021

ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating.

[BibT_eX]

[DOI]

Dataset, May, 2021

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts.

[BibT_eX]

[DOI]

Dataset, May, 2021

ICDAR 2021 Competition on Historical Document Classification.

[BibT_eX]

[DOI]

Anguelos Nicolaou

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network.

[BibT_eX]

[DOI]

Sulaiman Vesal

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks.

[BibT_eX]

[DOI]

SN Comput. Sci., 2020

Proof of Concept: Automatic Type Recognition.

[BibT_eX]

[DOI]

Saskia Limbach

CoRR, 2020

Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Proof of Concept.

[BibT_eX]

[DOI]

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

Spatio-Temporal Handwriting Imitation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

The rapid rise of Fraktur.

[BibT_eX]

[DOI]

Proceedings of the 7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2020

The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Re-Ranking for Writer Identification and Writer Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Dataset of Pages from Early Printed Books with Multiple Font Groups.

[BibT_eX]

[DOI]

Saskia Limbach

Dataset, August, 2019

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents [HisIR19] Dataset.

[BibT_eX]

[DOI]

Dataset, June, 2019

Dataset of Pages from Early Printed Books with Multiple Font Groups.

[BibT_eX]

[DOI]

Saskia Limbach

Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

Deep Generalized Max Pooling.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts.

[BibT_eX]

[DOI]

Michele Alberti

Lars Vögtlin

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Automatic Font Group Recognition in Early Printed Books.

[BibT_eX]

[DOI]

Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees.

[BibT_eX]

[DOI]

Nishant Ravikumar

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018

Are You Tampering with My Data?

[BibT_eX]

[DOI]

Michele Alberti

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation.

[BibT_eX]

[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

A User-Centered Segmentation Method for Complex Historical Manuscripts Based on Document Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

The use of Gabor features for semi-automatically generated polyon-based ground truth of historical document images.

[BibT_eX]

[DOI]

Digit. Scholarsh. Humanit., 2017

What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features.

[BibT_eX]

[DOI]

CoRR, 2017

Convolutional Neural Networks for Page Segmentation of Historical Document Images.

[BibT_eX]

[DOI]

Kai Chen

CoRR, 2017

Selecting Fine-Tuned Features for Layout Analysis of Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Robust Heartbeat-based Line Segmentation Methods for Regular Texts and Paratextual Elements.

[BibT_eX]

[DOI]

Daniel Stökl Ben Ezra

Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

PCA-Initialized Deep Neural Networks Applied to Document Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Exploiting State-of-the-Art Deep Learning Methods for Document Image Analysis.

[BibT_eX]

[DOI]

Muhammad Zeshan Afzal

Proceedings of the First Workshop of Machine Learning, 2017

Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks.

[BibT_eX]

[DOI]

Michele Alberti

Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

Convolutional Neural Networks for Page Segmentation of Historical Document Images.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016

DIVA-HisDB: A Precisely Annotated Large Dataset of Challenging Medieval Manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

N-Light-N: A Highly-Adaptable Java Library for Document Analysis with Convolutional Auto-Encoders and Related Architectures.

[BibT_eX]

[DOI]

Najoua Essoukri Ben Amara

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Text Detection in Arabic News Video Based on SWT Operator and Convolutional Auto-Encoders.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Creating Ground Truth for Historical Manuscripts with Document Graphs and Scribbling Interaction.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

Selecting Autoencoder Features for Layout Analysis of Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Clustering Historical Documents Based on the Reconstruction Error of Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Gradient-domain degradations for improving historical documents images layout analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Page segmentation of historical document images with convolutional autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Ground truth model, tool, and dataset for layout analysis of historical documents.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXII, 2015

2014

Pixel Level Handwritten and Printed Content Discrimination in Scanned Documents.

[BibT_eX]

[DOI]