An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
Nicole Dalia CiliaClaudio De StefanoFrancesco FontanellaClaudio MarroccoMario MolinaraAlessandra Scotto di FrecaPublished in: J. Imaging (2020)
Keyphrases
- machine learning approaches
- deep learning
- machine learning
- writer identification
- document analysis
- handwritten documents
- unsupervised learning
- machine learning methods
- machine learning algorithms
- document collections
- information retrieval
- document clustering
- text documents
- fractal dimension
- weakly supervised
- metadata
- pattern recognition
- decision trees
- digital libraries
- mental models
- knowledge discovery
- active learning
- semantic information
- character recognition
- image segmentation
- binary features
- learning algorithm