Naive bayes face/nonface classifier: a study of preprocessing and feature extraction techniques.
Son Lam PhungAbdesselam BouzerdoumDouglas ChaiAnthony WatsonPublished in: ICIP (2004)
Keyphrases
- naive bayes
- preprocessing
- decision trees
- feature extraction
- feature selection
- naive bayes classifier
- text classifiers
- uci data sets
- classification accuracy
- training data
- bayesian classifier
- classification algorithm
- text classification
- logistic regression
- naive bayesian classifier
- text categorization
- probabilistic classifiers
- bayesian network classifiers
- class probabilities
- feature set
- face images
- feature space
- machine learning
- probability estimates
- probability estimation
- combining classifiers
- image processing
- principal component analysis
- conditional independence assumption
- naive bayes models
- bayesian classifiers
- bayesian networks
- augmented naive bayes