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Vinaychandran Pondenkandath

Generating Synthetic Handwritten Historical Documents With OCR Constrained GANs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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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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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A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis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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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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Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection


Jul 14, 2017
Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou, Paul Lukowicz, Marcus Liwicki

* 8 pages, 8 figures, Published in IJCNN, 2017 Copyright: IEEE 2017 DOI: 10.1109/IJCNN.2017.7966182 

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