2024

Journal Articles

Einfluss von Bildformaten auf die KI-basierte Analyse von digitalisierten Dokumentbeständen (The influence of image formats on the AI-based analysis of digitized document collections)

Oliver Tüselmann, Fabian Wolf, Tim Raven and Gernot A. Fink
ARCHIV. theorie \& praxis, 2024, to appear.

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Self-training for handwritten word recognition and retrieval

Fabian Wolf and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 2024.

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Conference Papers

Weakly Supervised Information Extraction from Semi-Structured Document Images

Fabian Wolf Oliver Tueselmann and Gernot A. Fink
Family History Technology Workshop, Salt Lake City, UT, USA, 2024.

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Other Publications

Erschließung von Massenakten mit KI? -- Oder sind große multi-modale Sprachmodelle die zukünftigen Werkzeuge der Tiefenerschließung? (Deep Indexing of Bulk Files with AI? -- Or are Large Multi-Modal Language-Models the Future Tools of Deep Indexing?)

Astrid Küntzel, Gernot A. Fink, Oliver Tüselmann and Fabian Wolf
Workshop (invited) at the Interner Archivtag 2024, Gelsenkirchen, 2024.

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2022

Conference Papers

Recognition-free Question Answering on Handwritten Document Collections

Oliver Tueselmann, Friedrich Mueller, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 259-273, Hyderabad, India, 2022.

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Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation

Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Pattern Recognition, pages 3885-3892, Montreal, Canada, 2022.

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Combining Self-Training and Minimal Annotations for Handwritten Word Recognition

Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 300-315, Hyderabad, India, 2022.

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2021

Conference Papers

Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?

Oliver Tueselmann, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, pages 808-822, Lausanne, Switzerland, 2021.

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Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting

Fabian Wolf, Andreas Fischer and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, pages 50-64, Lausanne, Switzerland, 2021.

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2020

Journal Articles

Annotation-free Word Spotting with Bag-of-Features HMMs

Leonard Rothacker, Fabian Wolf and Gernot A. Fink
Int. Journal of Pattern Recognition and Artificial Intelligence, 35(4), pages 2153001, 2020.

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Conference Papers

Identifying and Tackling Key Challenges in Semantic Word Spotting

Oliver Tueselmann, Fabian Wolf and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 55-60, Dortmund, Germany (virtual), 2020.

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Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling

Fabian Wolf and Gernot A. Fink
Proc. Int. Workshop on Document Analysis Systems, pages 293-308, Wuhan, China (virtual), 2020, Winner of the Nakano Best Paper Award.

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Improving Handwritten Word Synthesis for Annotation-free Word Spotting

Fabian Wolf, Kai Brandenbusch and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 61-66, Dortmund, Germany (virtual), 2020.

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2019

Conference Papers

Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets

Fabian Wolf, Philipp Oberdiek and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Sydney, Australia, 2019.

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