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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