Pixel Level Handwritten and Printed Content Discrimination in Scanned Documents. - Mathias Seuret; Marcus Liwicki; Rolf Ingold (ICFHR, 2014)

Ground truth model, tool, and dataset for layout analysis of historical documents. - Kai Chen 011; Mathias Seuret; Hao Wei 001; Marcus Liwicki; Jean Hennebert; Rolf Ingold (DRR, 2015)

Page segmentation of historical document images with convolutional autoencoders. - Kai Chen 011; Mathias Seuret; Marcus Liwicki; Jean Hennebert; Rolf Ingold (ICDAR, 2015)

Gradient-domain degradations for improving historical documents images layout analysis. - Mathias Seuret; Kai Chen 011; Nicole Eichenberger; Marcus Liwicki; Rolf Ingold (ICDAR, 2015)

Clustering Historical Documents Based on the Reconstruction Error of Autoencoders. - Mathias Seuret; Andreas Fischer 002; Angelika Garz; Marcus Liwicki; Rolf Ingold (HIP@ICDAR, 2015)

Selecting Autoencoder Features for Layout Analysis of Historical Documents. - Hao Wei 001; Mathias Seuret; Kai Chen 011; Andreas Fischer 002; Marcus Liwicki; Rolf Ingold (HIP@ICDAR, 2015)

Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning. - Kai Chen 011; Cheng-Lin Liu; Mathias Seuret; Marcus Liwicki; Jean Hennebert; Rolf Ingold (DAS, 2016)

Creating Ground Truth for Historical Manuscripts with Document Graphs and Scribbling Interaction. - Angelika Garz; Mathias Seuret; Fotini Simistira; Andreas Fischer 002; Rolf Ingold (DAS, 2016)

Text Detection in Arabic News Video Based on SWT Operator and Convolutional Auto-Encoders. - Oussama Zayene; Mathias Seuret; Sameh Masmoudi Touj; Jean Hennebert; Rolf Ingold; Najoua Essoukri Ben Amara (DAS, 2016)

Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields. - Kai Chen 011; Mathias Seuret; Marcus Liwicki; Jean Hennebert; Cheng-Lin Liu; Rolf Ingold (ICFHR, 2016)

N-Light-N: A Highly-Adaptable Java Library for Document Analysis with Convolutional Auto-Encoders and Related Architectures. - Mathias Seuret; Rolf Ingold; Marcus Liwicki (ICFHR, 2016)

DIVA-HisDB: A Precisely Annotated Large Dataset of Challenging Medieval Manuscripts. - Fotini Simistira; Mathias Seuret; Nicole Eichenberger; Angelika Garz; Marcus Liwicki; Rolf Ingold (ICFHR, 2016)

Convolutional Neural Networks for Page Segmentation of Historical Document Images. - Kai Chen 011; Mathias Seuret; Jean Hennebert; Rolf Ingold (ICDAR, 2017)

Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. - Michele Alberti; Mathias Seuret; Vinaychandran Pondenkandath; Rolf Ingold; Marcus Liwicki (HIP@ICDAR, 2017)

Exploiting State-of-the-Art Deep Learning Methods for Document Image Analysis. - Vinaychandran Pondenkandath; Mathias Seuret; Rolf Ingold; Muhammad Zeshan Afzal; Marcus Liwicki (WML@ICDAR, 2017)

PCA-Initialized Deep Neural Networks Applied to Document Image Analysis. - Mathias Seuret; Michele Alberti; Marcus Liwicki; Rolf Ingold (ICDAR, 2017)

Robust Heartbeat-based Line Segmentation Methods for Regular Texts and Paratextual Elements. - Mathias Seuret; Daniel Stökl Ben Ezra; Marcus Liwicki (HIP@ICDAR, 2017)

ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts. - Fotini Simistira; Manuel Bouillon; Mathias Seuret; Marcel Würsch; Michele Alberti; Rolf Ingold; Marcus Liwicki (ICDAR, 2017)

Selecting Fine-Tuned Features for Layout Analysis of Historical Documents. - Hao Wei 001; Mathias Seuret; Marcus Liwicki; Rolf Ingold; Pei Fu (ICDAR, 2017)

Convolutional Neural Networks for Page Segmentation of Historical Document Images. - Kai Chen 011; Mathias Seuret (CoRR, 2017)

What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features. - Michele Alberti; Mathias Seuret; Rolf Ingold; Marcus Liwicki (CoRR, 2017)

The use of Gabor features for semi-automatically generated polyon-based ground truth of historical document images. - Hao Wei 001; Mathias Seuret; Marcus Liwicki; Rolf Ingold (Digit. Scholarsh. Humanit., 2017)

A User-Centered Segmentation Method for Complex Historical Manuscripts Based on Document Graphs. - Angelika Garz; Mathias Seuret; Andreas Fischer 002; Rolf Ingold (IEEE Trans. Hum. Mach. Syst., 2017)

A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation. - Mathias Seuret; Manuel Bouillon; Fotini Simistira; Marcel Würsch; Marcus Liwicki; Rolf Ingold (DAS, 2018)

Are You Tampering with My Data? - Michele Alberti; Vinaychandran Pondenkandath; Marcel Würsch; Manuel Bouillon; Mathias Seuret; Rolf Ingold; Marcus Liwicki (ECCV Workshops (2), 2018)

ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees. - Dalia Rodríguez-Salas; Nishant Ravikumar; Mathias Seuret; Andreas Maier 001 (ACPR (1), 2019)

Automatic Font Group Recognition in Early Printed Books. - Nikolaus Weichselbaumer; Mathias Seuret; Saskia Limbach; Vincent Christlein; Andreas Maier 001 (DHd, 2019)

Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts. - Michele Alberti; Lars Vögtlin; Vinaychandran Pondenkandath; Mathias Seuret; Rolf Ingold; Marcus Liwicki (ICDAR, 2019)

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. - Vincent Christlein; Anguelos Nicolaou; Mathias Seuret; Dominique Stutzmann; Andreas Maier 001 (ICDAR, 2019)

Deep Generalized Max Pooling. - Vincent Christlein; Lukas Spranger; Mathias Seuret; Anguelos Nicolaou; Pavel Král; Andreas Maier 001 (ICDAR, 2019)

Dataset of Pages from Early Printed Books with Multiple Font Groups. - Mathias Seuret; Saskia Limbach; Nikolaus Weichselbaumer; Andreas Maier 001; Vincent Christlein (HIP@ICDAR, 2019)

ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents [HisIR19] Dataset. - Vincent Christlein; Anguelos Nicolaou; Mathias Seuret; Dominique Stutzmann; Andreas Maier 001 (Zenodo, 2019)

Dataset of Pages from Early Printed Books with Multiple Font Groups. - Mathias Seuret; Saskia Limbach; Nikolaus Weichselbaumer; Andreas Maier 001; Vincent Christlein (Zenodo, 2019)

Re-Ranking for Writer Identification and Writer Retrieval. - Simon Jordan; Mathias Seuret; Pavel Král; Ladislav Lenc; Jirí Martínek; Barbara Wiermann; Tobias Schwinger; Andreas K. Maier; Vincent Christlein (DAS, 2020)

The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. - Martin Leipert; Georg Vogeler; Mathias Seuret; Andreas K. Maier; Vincent Christlein (DAS, 2020)

The rapid rise of Fraktur. - Nikolaus Weichselbaumer; Mathias Seuret; Saskia Limbach; Lena Hinrichsen; Andreas K. Maier; Vincent Christlein (DHd, 2020)

Spatio-Temporal Handwriting Imitation. - Martin Mayr; Martin Stumpf; Anguelos Nicolaou; Mathias Seuret; Andreas Maier 001; Vincent Christlein (ECCV Workshops (5), 2020)

Proof of Concept. - Vincent Christlein; Mathias Seuret; Nikolaus Weichselbaumer (GI-Jahrestagung, 2020)

ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. - Mathias Seuret; Anguelos Nicolaou; Andreas Maier 001; Vincent Christlein; Dominique Stutzmann (ICFHR, 2020)

Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks. - Michele Alberti; Angela Botros; Narayan Schütz; Rolf Ingold; Marcus Liwicki; Mathias Seuret (ICPR, 2020)

Proof of Concept: Automatic Type Recognition. - Vincent Christlein; Nikolaus Weichselbaumer; Saskia Limbach; Mathias Seuret (CoRR, 2020)

Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. - Dalia Rodríguez-Salas; Nina Mürschberger; Nishant Ravikumar; Mathias Seuret; Andreas Maier 001 (SN Comput. Sci., 2020)

Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network. - Dalia Rodríguez-Salas; Mathias Seuret; Sulaiman Vesal; Andreas Maier 001 (Bildverarbeitung für die Medizin, 2021)

SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. - Alexander Mattick; Martin Mayr; Mathias Seuret; Andreas Maier 001; Vincent Christlein (ICDAR (1), 2021)

ICDAR 2021 Competition on Historical Document Classification. - Mathias Seuret; Anguelos Nicolaou; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (ICDAR (4), 2021)

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts. - Mathias Seuret; Anguelos Nicolau; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (Zenodo, 2021)

ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating. - Mathias Seuret; Anguelos Nicolau; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (Zenodo, 2021)

ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location. - Mathias Seuret; Anguelos Nicolau; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (Zenodo, 2021)

ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups. - Mathias Seuret; Anguelos Nicolau; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (Zenodo, 2021)

GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection. - Amir El-Ghoussani; Dalia Rodríguez-Salas; Mathias Seuret; Andreas K. Maier (Bildverarbeitung für die Medizin, 2022)

TorMentor: Deterministic dynamic-path, data augmentations with fractals. - Anguelos Nicolaou; Vincent Christlein; Edgar Riba; Jian Shi; Georg Vogeler; Mathias Seuret (CVPR Workshops, 2022)

Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification. - Konstantina Nikolaidou; Richa Upadhyay; Mathias Seuret; Marcus Liwicki (DAS, 2022)

A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. - Richin Sukesh; Mathias Seuret; Anguelos Nicolaou; Martin Mayr; Vincent Christlein (DAS, 2022)

Writer Retrieval and Writer Identification in Greek Papyri. - Vincent Christlein; Isabelle Marthot-Santaniello; Martin Mayr; Anguelos Nicolaou; Mathias Seuret (IGS, 2022)

A survey of historical document image datasets. - Konstantina Nikolaidou; Mathias Seuret; Hamam Mokayed; Marcus Liwicki (Int. J. Document Anal. Recognit., 2022)

Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting. - Guillaume Carrière; Konstantina Nikolaidou; Florian Kordon; Martin Mayr; Mathias Seuret; Vincent Christlein (ICDAR Workshops (1), 2023)

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. - Konstantina Nikolaidou; George Retsinas; Vincent Christlein; Mathias Seuret; Giorgos Sfikas; Elisa Barney Smith; Hamam Mokayed; Marcus Liwicki (ICDAR (2), 2023)

Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test. - Benjamin Schuster; Florian Kordon; Martin Mayr; Mathias Seuret; Stefanie Jost; Josef Kessler; Vincent Christlein (ICDAR (1), 2023)

Combining OCR Models for Reading Early Modern Books. - Mathias Seuret; Janne van der Loop; Nikolaus Weichselbaumer; Martin Mayr; Janina Molnar; Tatjana Hass; Vincent Christlein (ICDAR (5), 2023)

ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri. - Mathias Seuret; Isabelle Marthot-Santaniello; Stephen A. White; Olga Serbaeva Saraogi; Selaudin Agolli; Guillaume Carrière; Dalia Rodríguez-Salas; Vincent Christlein (ICDAR (2), 2023)

Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents. - Johan Zenk; Florian Kordon; Martin Mayr; Mathias Seuret; Vincent Christlein (HIP@ICDAR, 2023)

Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds. - Dalia Rodríguez-Salas; Mathias Öttl; Mathias Seuret; Kai Packhäuser; Andreas Maier 001 (ISBI, 2023)

Combining OCR Models for Reading Early Modern Printed Books. - Mathias Seuret; Janne van der Loop; Nikolaus Weichselbaumer; Martin Mayr; Janina Molnar; Tatjana Hass; Florian Kordon; Anguelos Nicolau; Vincent Christlein (CoRR, 2023)

ICDAR 2021 Historical Document Classification Test Dataset for Task 3 - Location. - Mathias Seuret; Anguelos Nicolau; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Dominique Stutzmann; Martin Mayr; Andreas Maier 001; Vincent Christlein (Zenodo, 2023)

Classification of incunable glyphs and out-of-distribution detection with joint energy-based models. - Florian Kordon; Nikolaus Weichselbaumer; Randall Herz; Stephen Mossman; Edward Potten; Mathias Seuret; Martin Mayr; Vincent Christlein (Int. J. Document Anal. Recognit., 2023)

fang: Fast Annotation of Glyphs in Historical Printed Documents. - Florian Kordon; Nikolaus Weichselbaumer; Randall Herz; Janne van der Loop; Stephen Mossman; Edward Potten; Mathias Seuret; Martin Mayr; Fei Wu 025; Vincent Christlein (DAS, 2024)

ICDAR 2024 Competition on Multi Font Group Recognition and OCR. - Janne van der Loop; Florian Kordon; Martin Mayr; Vincent Christlein; Fei Wu 025; Dalia Rodríguez-Salas; Nikolaus Weichselbaumer; Mathias Seuret (ICDAR (6), 2024)

Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. - Martin Mayr; Marcel Dreier; Florian Kordon; Mathias Seuret; Jochen Zöllner; Fei Wu 025; Andreas Maier 001; Vincent Christlein (CoRR, 2024)

Evaluating learned feature aggregators for writer retrieval. - Alexander Mattick; Martin Mayr; Mathias Seuret; Florian Kordon; Fei Wu 025; Vincent Christlein (Int. J. Document Anal. Recognit., 2024)

Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition. - Lukas Hüttner; Martin Mayr; Thomas Gorges; Fei Wu 025; Mathias Seuret; Andreas K. Maier; Vincent Christlein (WACV (Workshops), 2025)