Martin Mayr

2023

Journal Articles

• Kordon FJ., Weichselbaumer N., Herz R., Mossman S., Potten E., Seuret M., Mayr M., Christlein V.:
  Classification of incunable glyphs and out-of-distribution detection with joint energy-based models
  In: International Journal on Document Analysis and Recognition (2023)
  ISSN: 1433-2833
  DOI: 10.1007/s10032-023-00442-x
  BibTeX: Download

Conference Contributions

• Zenk J., Kordon FJ., Mayr M., Seuret M., Christlein V.:
  Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents
  7th International Workshop on Historical Document Imaging and Processing, HIP 2023, held in conjunction with ICDAR 2023 (San Jose, CA, August 25, 2023 - August 26, 2023)
  In: ACM International Conference Proceeding Series 2023
  DOI: 10.1145/3604951.3605519
  BibTeX: Download
• Schuster B., Kordon FJ., Mayr M., Seuret M., Jost S., Kessler J., Christlein V.:
  Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test
  Document Analysis and Recognition - ICDAR 2023 (San José, CA)
  In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
  DOI: 10.1007/978-3-031-41676-7_1
  BibTeX: Download
• Carriere G., Nikolaidou K., Kordon FJ., Mayr M., Seuret M., Christlein V.:
  Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting
  ICDAR 2023: Document Analysis and Recognition (San José, CA, August 24, 2023 - August 26, 2023)
  In: Mickael Coustaty, Alicia Fornés (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Cham: 2023
  DOI: 10.1007/978-3-031-41498-5_1
  BibTeX: Download

2022

Journal Articles

• Dutta B., Root K., Ullmann I., Wagner F., Mayr M., Seuret M., Thies M., Stromer D., Christlein V., Schür J., Maier A., Huang Y.:
  Deep learning for terahertz image denoising in nondestructive historical document analysis
  In: Scientific Reports 12 (2022), p. 1-11
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-26957-7
  URL: https://www.nature.com/articles/s41598-022-26957-7
  BibTeX: Download

Conference Contributions

• Christlein V., Marthot-Santaniello I., Mayr M., Nicolaou A., Seuret M.:
  Writer Retrieval and Writer Identification in Greek Papyri
  International Graphonomics Conference (Las Palmas de Gran Canaria, June 7, 2022 - June 9, 2022)
  In: Springer (ed.): Intertwining Graphonomics with Human Movements 2022
  DOI: 10.1007/978-3-031-19745-1_6
  BibTeX: Download
• Sukesh R., Seuret M., Nicolaou A., Mayr M., Christlein V.:
  A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_52
  BibTeX: Download
• Mattick A., Mayr M., Maier A., Christlein V.:
  Is Multitask Learning Always Better?
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_45
  BibTeX: Download
• Mayr M., Felker A., Maier A., Christlein V.:
  Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents
  15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
  In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-06555-2_40
  BibTeX: Download

2021

Conference Contributions

• Seuret M., Nicolaou A., Rodríguez-Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
  ICDAR 2021 Competition on Historical Document Classification
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Document Analysis and Recognition – ICDAR 2021 2021
  DOI: 10.1007/978-3-030-86337-1_41
  BibTeX: Download
• Mattick A., Mayr M., Seuret M., Maier A., Christlein V.:
  SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-86549-8_18
  URL: https://arxiv.org/abs/2105.10528
  BibTeX: Download

2020

Conference Contributions

• Mayr M., Stumpf M., Nicolaou A., Seuret M., Maier A., Christlein V.:
  Spatio-Temporal Handwriting Imitation
  European Conference on Computer Vision (Online, August 23, 2020 - August 28, 2020)
  DOI: 10.1007/978-3-030-68238-5_38
  URL: https://link.springer.com/chapter/10.1007/978-3-030-68238-5_38
  BibTeX: Download

2019

Conference Contributions

• Mayr M., Hoffmann M., Maier A., Christlein V.:
  Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm
  2019 IEEE International Conference on Image Processing (Taipei, September 22, 2019 - September 25, 2019)
  In: IEEE (ed.): 2019 IEEE International Conference on Image Processing (ICIP) 2019
  DOI: 10.1109/ICIP.2019.8803116
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Mayr19-WSS.pdf
  BibTeX: Download