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Picture for Rolf Ingold

Rolf Ingold

University Of Fribourg, Fribourg, Switzerland

Generating Synthetic Handwritten Historical Documents With OCR Constrained GANs


Mar 15, 2021
Lars Vögtlin, Manuel Drazyk, Vinaychandran Pondenkandath, Michele Alberti, Rolf Ingold


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Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks


Nov 13, 2019
Michele Alberti, Angela Botros, Narayan Schuez, Rolf Ingold, Marcus Liwicki, Mathias Seuret

* 8 pages 

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Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts


Jul 01, 2019
Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* 2019 15th IAPR International Conference on Document Analysis and Recognition (ICDAR), Sydney, Australia 

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Graph-Based Offline Signature Verification


Jun 25, 2019
Paul Maergner, Nicholas R. Howe, Kaspar Riesen, Rolf Ingold, Andreas Fischer


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Improving Reproducible Deep Learning Workflows with DeepDIVA


Jun 11, 2019
Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin, Marcel Würsch, Rolf Ingold, Marcus Liwicki

* 6th Swiss Conference on Data Science (SDS), Bern, Switzerland, 2019 

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Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass


Jun 11, 2019
Joel Niklaus, Michele Alberti, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki

* 6th Swiss Conference on Data Science (SDS), Bern, Switzerland, 2019 

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A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis


May 22, 2019
Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki, Rolf Ingold


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Leveraging Random Label Memorization for Unsupervised Pre-Training


Nov 05, 2018
Vinaychandran Pondenkandath, Michele Alberti, Sammer Puran, Rolf Ingold, Marcus Liwicki

* 6 pages 

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Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks


Oct 17, 2018
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer

* Structural, Syntactic, and Statistical Pattern Recognition. S+SSPR 2018. Lecture Notes in Computer Science, vol 11004. Springer, Cham 

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Are You Tampering With My Data?


Aug 21, 2018
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* European Conference on Computer Vision (ECCV 2018), Workshop on Objectionable Content and Misinformation 
* 18 pages 

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DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments


Apr 23, 2018
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Rolf Ingold, Marcus Liwicki

* Submitted at the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), 6 pages, 6 Figures 

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Identifying Cross-Depicted Historical Motifs


Apr 05, 2018
Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki

* 6 pages, 6 figures, Submitted at the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) 

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A Pitfall of Unsupervised Pre-Training


Dec 17, 2017
Michele Alberti, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* Conference on Neural Information Processing Systems, Deep Learning: Bridging Theory and Practice, December 2017 
* This submission has been withdrawn by the author, it is a duplicate of arXiv:1703.04332 

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Open Evaluation Tool for Layout Analysis of Document Images


Nov 23, 2017
Michele Alberti, Manuel Bouillon, Rolf Ingold, Marcus Liwicki

* ICDAR-OST 2017 
* The 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), HIP: 4th International Workshop on Historical Document Imaging and Processing, Kyoto, Japan, 2017 

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Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks


Oct 19, 2017
Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki

* ICDAR-HIP 2017 
* 5 pages 

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PCA-Initialized Deep Neural Networks Applied To Document Image Analysis


Feb 01, 2017
Mathias Seuret, Michele Alberti, Rolf Ingold, Marcus Liwicki

* ICDAR 2017 

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