Notes on Expected Computational Cost of Classifiers Cascade: A Geometric View.
Dariusz SychelPrzemyslaw KleskAneta BeraPublished in: ICPRAM (2018)
Keyphrases
- computational cost
- boosted classifiers
- weak classifiers
- cascade classifier
- training data
- support vector
- face detection
- test set
- class labels
- multiple views
- geometric structure
- geometric information
- naive bayes
- pedestrian detection
- note taking
- computational effort
- feature selection
- classification method
- multi view
- decision trees
- geometric constraints
- roc curve
- supervised classification
- classification systems
- linear combination
- majority voting
- reduce the computational cost
- computational complexity