Unsupervised Deep Learning for Handwritten Page Segmentation.
Ahmad DrobyBerat Kurar BarakatBoraq MadiReem AlaasamJihad El-SanaPublished in: ICFHR (2020)
Keyphrases
- deep learning
- page segmentation
- unsupervised learning
- deep architectures
- weakly supervised
- comparative evaluation
- deep belief networks
- restricted boltzmann machine
- storage and retrieval
- character recognition
- unsupervised feature learning
- optical character recognition
- document images
- evaluation methods
- machine learning
- supervised learning
- text lines
- web pages
- semi supervised
- error analysis
- evaluation method
- expectation maximization
- mental models
- light source
- dimensionality reduction
- co occurrence
- object recognition
- image processing
- feature selection
- computer vision