Publications (15)
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis
Linda Studer, Michele Alberti, Vinaychandran Pondenkandath +5
PCA-Initialized Deep Neural Networks Applied To Document Image Analysis
Mathias Seuret, Michele Alberti, Rolf Ingold +1
Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks
Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath +2
Identifying Cross-Depicted Historical Motifs
Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger +2
A Pitfall of Unsupervised Pre-Training
Michele Alberti, Mathias Seuret, Rolf Ingold +1
Improving Reproducible Deep Learning Workflows with DeepDIVA
Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin +3
Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti +4
A Pitfall of Unsupervised Pre-Training
Michele Alberti, Mathias Seuret, Rolf Ingold +1
Are You Tampering With My Data?
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch +4
DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch +2
Open Evaluation Tool for Layout Analysis of Document Images
Michele Alberti, Manuel Bouillon, Rolf Ingold +1
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts
Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath +3
Leveraging Random Label Memorization for Unsupervised Pre-Training
Vinaychandran Pondenkandath, Michele Alberti, Sammer Puran +2
Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass
Joel Niklaus, Michele Alberti, Vinaychandran Pondenkandath +2
Graph-Based Offline Signature Verification
Paul Maergner, Nicholas R. Howe, Kaspar Riesen +2