Ensemble LUT classification for degraded document enhancement.
Tayo Obafemi-AjayiGady AgamOphir FriederPublished in: DRR (2008)
Keyphrases
- document classification
- classification accuracy
- final classification
- decision trees
- classification method
- feature extraction
- pattern recognition
- training set
- classification algorithm
- document collections
- feature selection
- support vector machine svm
- machine learning
- ensemble classification
- automatic classification
- machine learning methods
- support vector
- neural network
- information retrieval
- web documents
- cross validation
- majority voting
- document images
- retrieval systems
- support vector machine
- classifier ensemble
- regression problems
- ensemble methods
- training data
- document retrieval
- decision tree classifiers
- learning algorithm
- document clustering
- training samples
- image enhancement
- information extraction
- benchmark datasets
- image classification
- model selection