Mathias Seuret

85 papers A 9B 15Journal 32Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DRetHTR: Linear-Time Decoder-Only Retentive Network for Handwritten Text Recognition. CoRR Changhun Kim, Martin Mayr, Thomas Gorges, Fei Wu, Mathias Seuret, Andreas K. Maier, Vincent Christlein
2025	J	`jnl`	Data-efficient handwritten text recognition of diplomatic historical text. Multim. Tools Appl. Martin Mayr, Katharina Neumeier, Julian Krenz, Simon Bürcky, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2025	—	`conf`	Evaluating Popular Scene Text Detection and Recognition Methods on Tombstones. ICDAR (Workshops 1) Mathias Seuret, Oliver Traub, Ning Guo, Florian Kordon, Thomas Gorges, Vincent Christlein
2025	J	`jnl`	Lightweight cross-attention-based HookNet for historical handwritten document layout analysis. Int. J. Document Anal. Recognit. Fei Wu, Mathias Seuret, Martin Mayr, Florian Kordon, Jochen Zöllner, Sebastian Wind, Andreas K. Maier, Vincent Christlein
2025	—	`conf`	Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition. WACV (Workshops) Lukas Hüttner, Martin Mayr, Thomas Gorges, Fei Wu, Mathias Seuret, Andreas K. Maier, Vincent Christlein
2025	J	`jnl`	Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. Int. J. Comput. Vis. Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2024	J	`jnl`	A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. CoRR Richin Sukesh, Mathias Seuret, Anguelos Nicolaou, Martin Mayr, Vincent Christlein
2024	J	`jnl`	Evaluating learned feature aggregators for writer retrieval. Int. J. Document Anal. Recognit. Alexander Mattick, Martin Mayr, Mathias Seuret, Florian Kordon, Fei Wu, Vincent Christlein
2024	—	`conf`	ICDAR 2024 Competition on Multi Font Group Recognition and OCR. ICDAR (6) Janne van der Loop, Florian Kordon, Martin Mayr, Vincent Christlein, Fei Wu, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Mathias Seuret
2024	J	`jnl`	Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. CoRR Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein
2024	B	`conf`	fang: Fast Annotation of Glyphs in Historical Printed Documents. DAS Florian Kordon, Nikolaus Weichselbaumer, Randall Herz, Janne van der Loop, Stephen Mossman, Edward Potten, Mathias Seuret, Martin Mayr, Fei Wu, Vincent Christlein
2023	—	`conf`	Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting. ICDAR Workshops (1) Guillaume Carrière, Konstantina Nikolaidou, Florian Kordon, Martin Mayr, Mathias Seuret, Vincent Christlein
2023	J	`jnl`	Classification of incunable glyphs and out-of-distribution detection with joint energy-based models. Int. J. Document Anal. Recognit. Florian Kordon, Nikolaus Weichselbaumer, Randall Herz, Stephen Mossman, Edward Potten, Mathias Seuret, Martin Mayr, Vincent Christlein
2023	—	`conf`	Combining OCR Models for Reading Early Modern Books. ICDAR (5) Mathias Seuret, Janne van der Loop, Nikolaus Weichselbaumer, Martin Mayr, Janina Molnar, Tatjana Hass, Vincent Christlein
2023	J	`jnl`	Combining OCR Models for Reading Early Modern Printed Books. CoRR Mathias Seuret, Janne van der Loop, Nikolaus Weichselbaumer, Martin Mayr, Janina Molnar, Tatjana Hass, Florian Kordon, Anguelos Nicolau, Vincent Christlein
2023	—	`conf`	ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri. ICDAR (2) Mathias Seuret, Isabelle Marthot-Santaniello, Stephen A. White, Olga Serbaeva Saraogi, Selaudin Agolli, Guillaume Carrière, Dalia Rodríguez-Salas, Vincent Christlein
2023	—	`conf`	Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents. HIP@ICDAR Johan Zenk, Florian Kordon, Martin Mayr, Mathias Seuret, Vincent Christlein
2023	—	`conf`	Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test. ICDAR (1) Benjamin Schuster, Florian Kordon, Martin Mayr, Mathias Seuret, Stefanie Jost, Josef Kessler, Vincent Christlein
2023	—	`conf`	Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds. ISBI Dalia Rodríguez-Salas, Mathias Öttl, Mathias Seuret, Kai Packhäuser, Andreas Maier
2023	—	`conf`	WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. ICDAR (2) Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki
2023	J	`jnl`	WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models. CoRR Konstantina Nikolaidou, George Retsinas, Vincent Christlein, Mathias Seuret, Giorgos Sfikas, Elisa Barney Smith, Hamam Mokayed, Marcus Liwicki
2022	B	`conf`	A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches. DAS Richin Sukesh, Mathias Seuret, Anguelos Nicolaou, Martin Mayr, Vincent Christlein
2022	J	`jnl`	A Survey of Historical Document Image Datasets. CoRR Konstantina Nikolaidou, Mathias Seuret, Hamam Mokayed, Marcus Liwicki
2022	J	`jnl`	A survey of historical document image datasets. Int. J. Document Anal. Recognit. Konstantina Nikolaidou, Mathias Seuret, Hamam Mokayed, Marcus Liwicki
2022	—	`conf`	GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection. Bildverarbeitung für die Medizin Amir El-Ghoussani, Dalia Rodríguez-Salas, Mathias Seuret, Andreas K. Maier
2022	B	`conf`	Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification. DAS Konstantina Nikolaidou, Richa Upadhyay, Mathias Seuret, Marcus Liwicki
2022	—	`conf`	TorMentor: Deterministic dynamic-path, data augmentations with fractals. CVPR Workshops Anguelos Nicolaou, Vincent Christlein, Edgar Riba, Jian Shi, Georg Vogeler, Mathias Seuret
2022	J	`jnl`	TorMentor: Deterministic dynamic-path, data augmentations with fractals. CoRR Anguelos Nicolaou, Vincent Christlein, Edgar Riba, Jian Shi, Georg Vogeler, Mathias Seuret
2022	—	`conf`	Writer Retrieval and Writer Identification in Greek Papyri. IGS Vincent Christlein, Isabelle Marthot-Santaniello, Martin Mayr, Anguelos Nicolaou, Mathias Seuret
2022	J	`jnl`	Writer Retrieval and Writer Identification in Greek Papyri. CoRR Vincent Christlein, Isabelle Marthot-Santaniello, Martin Mayr, Anguelos Nicolaou, Mathias Seuret
2021	—	`conf`	ICDAR 2021 Competition on Historical Document Classification. ICDAR (4) Mathias Seuret, Anguelos Nicolaou, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein
2021	—	`conf`	SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. ICDAR (1) Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein
2021	J	`jnl`	SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. CoRR Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein
2021	—	`conf`	Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network. Bildverarbeitung für die Medizin Dalia Rodríguez-Salas, Mathias Seuret, Sulaiman Vesal, Andreas Maier
2020	B	`conf`	ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. ICFHR Mathias Seuret, Anguelos Nicolaou, Andreas Maier, Vincent Christlein, Dominique Stutzmann
2020	J	`jnl`	ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. CoRR Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein
2020	J	`jnl`	Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. SN Comput. Sci. Dalia Rodríguez-Salas, Nina Mürschberger, Nishant Ravikumar, Mathias Seuret, Andreas Maier
2020	—	`conf`	Proof of Concept. GI-Jahrestagung Vincent Christlein, Mathias Seuret, Nikolaus Weichselbaumer
2020	J	`jnl`	Proof of Concept: Automatic Type Recognition. CoRR Vincent Christlein, Nikolaus Weichselbaumer, Saskia Limbach, Mathias Seuret
2020	B	`conf`	Re-Ranking for Writer Identification and Writer Retrieval. DAS Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein
2020	J	`jnl`	Re-ranking for Writer Identification and Writer Retrieval. CoRR Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein
2020	—	`conf`	Spatio-Temporal Handwriting Imitation. ECCV Workshops (5) Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas Maier, Vincent Christlein
2020	J	`jnl`	Spatio-Temporal Handwriting Imitation. CoRR Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas K. Maier, Vincent Christlein
2020	B	`conf`	The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. DAS Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein
2020	J	`jnl`	The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. CoRR Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein
2020	—	`conf`	The rapid rise of Fraktur. DHd Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Lena Hinrichsen, Andreas K. Maier, Vincent Christlein
2020	B	`conf`	Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks. ICPR Michele Alberti, Angela Botros, Narayan Schütz, Rolf Ingold, Marcus Liwicki, Mathias Seuret
2019	—	`conf`	Automatic Font Group Recognition in Early Printed Books. DHd Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Vincent Christlein, Andreas Maier
2019	—	`conf`	Dataset of Pages from Early Printed Books with Multiple Font Groups. HIP@ICDAR Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein
2019	A	`conf`	Deep Generalized Max Pooling. ICDAR Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier
2019	J	`jnl`	Deep Generalized Max Pooling. CoRR Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier
2019	—	`conf`	ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees. ACPR (1) Dalia Rodríguez-Salas, Nishant Ravikumar, Mathias Seuret, Andreas Maier
2019	A	`conf`	ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. ICDAR Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier
2019	J	`jnl`	ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. CoRR Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier
2019	A	`conf`	Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts. ICDAR Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts. CoRR Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2019	J	`jnl`	Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks. CoRR Michele Alberti, Angela Botros, Narayan Schütz, Rolf Ingold, Marcus Liwicki, Mathias Seuret
2018	B	`conf`	A Semi-automatized Modular Annotation Tool for Ancient Manuscript Annotation. DAS Mathias Seuret, Manuel Bouillon, Fotini Simistira, Marcel Würsch, Marcus Liwicki, Rolf Ingold
2018	J	`jnl`	Are You Tampering With My Data? CoRR Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2018	—	`conf`	Are You Tampering with My Data? ECCV Workshops (2) Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	A User-Centered Segmentation Method for Complex Historical Manuscripts Based on Document Graphs. IEEE Trans. Hum. Mach. Syst. Angelika Garz, Mathias Seuret, Andreas Fischer, Rolf Ingold
2017	A	`conf`	Convolutional Neural Networks for Page Segmentation of Historical Document Images. ICDAR Kai Chen, Mathias Seuret, Jean Hennebert, Rolf Ingold
2017	J	`jnl`	Convolutional Neural Networks for Page Segmentation of Historical Document Images. CoRR Kai Chen, Mathias Seuret
2017	—	`conf`	Exploiting State-of-the-Art Deep Learning Methods for Document Image Analysis. WML@ICDAR Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Muhammad Zeshan Afzal, Marcus Liwicki
2017	—	`conf`	Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. HIP@ICDAR Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. CoRR Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki
2017	A	`conf`	ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts. ICDAR Fotini Simistira, Manuel Bouillon, Mathias Seuret, Marcel Würsch, Michele Alberti, Rolf Ingold, Marcus Liwicki
2017	J	`jnl`	PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. CoRR Mathias Seuret, Michele Alberti, Rolf Ingold, Marcus Liwicki
2017	A	`conf`	PCA-Initialized Deep Neural Networks Applied to Document Image Analysis. ICDAR Mathias Seuret, Michele Alberti, Marcus Liwicki, Rolf Ingold
2017	—	`conf`	Robust Heartbeat-based Line Segmentation Methods for Regular Texts and Paratextual Elements. HIP@ICDAR Mathias Seuret, Daniel Stökl Ben Ezra, Marcus Liwicki
2017	A	`conf`	Selecting Fine-Tuned Features for Layout Analysis of Historical Documents. ICDAR Hao Wei, Mathias Seuret, Marcus Liwicki, Rolf Ingold, Pei Fu
2017	J	`jnl`	The use of Gabor features for semi-automatically generated polyon-based ground truth of historical document images. Digit. Scholarsh. Humanit. Hao Wei, Mathias Seuret, Marcus Liwicki, Rolf Ingold
2017	J	`jnl`	What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features. CoRR Michele Alberti, Mathias Seuret, Rolf Ingold, Marcus Liwicki
2016	B	`conf`	Creating Ground Truth for Historical Manuscripts with Document Graphs and Scribbling Interaction. DAS Angelika Garz, Mathias Seuret, Fotini Simistira, Andreas Fischer, Rolf Ingold
2016	B	`conf`	DIVA-HisDB: A Precisely Annotated Large Dataset of Challenging Medieval Manuscripts. ICFHR Fotini Simistira, Mathias Seuret, Nicole Eichenberger, Angelika Garz, Marcus Liwicki, Rolf Ingold
2016	B	`conf`	N-Light-N: A Highly-Adaptable Java Library for Document Analysis with Convolutional Auto-Encoders and Related Architectures. ICFHR Mathias Seuret, Rolf Ingold, Marcus Liwicki
2016	B	`conf`	Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning. DAS Kai Chen, Cheng-Lin Liu, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2016	B	`conf`	Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields. ICFHR Kai Chen, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Cheng-Lin Liu, Rolf Ingold
2016	B	`conf`	Text Detection in Arabic News Video Based on SWT Operator and Convolutional Auto-Encoders. DAS Oussama Zayene, Mathias Seuret, Sameh Masmoudi Touj, Jean Hennebert, Rolf Ingold, Najoua Essoukri Ben Amara
2015	—	`conf`	Clustering Historical Documents Based on the Reconstruction Error of Autoencoders. HIP@ICDAR Mathias Seuret, Andreas Fischer, Angelika Garz, Marcus Liwicki, Rolf Ingold
2015	A	`conf`	Gradient-domain degradations for improving historical documents images layout analysis. ICDAR Mathias Seuret, Kai Chen, Nicole Eichenberger, Marcus Liwicki, Rolf Ingold
2015	—	`conf`	Ground truth model, tool, and dataset for layout analysis of historical documents. DRR Kai Chen, Mathias Seuret, Hao Wei, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2015	A	`conf`	Page segmentation of historical document images with convolutional autoencoders. ICDAR Kai Chen, Mathias Seuret, Marcus Liwicki, Jean Hennebert, Rolf Ingold
2015	—	`conf`	Selecting Autoencoder Features for Layout Analysis of Historical Documents. HIP@ICDAR Hao Wei, Mathias Seuret, Kai Chen, Andreas Fischer, Marcus Liwicki, Rolf Ingold
2014	B	`conf`	Pixel Level Handwritten and Printed Content Discrimination in Scanned Documents. ICFHR Mathias Seuret, Marcus Liwicki, Rolf Ingold