Ensemble of exemplar-SVMs for object detection and beyond.
Tomasz MalisiewiczAbhinav GuptaAlexei A. EfrosPublished in: ICCV (2011)
Keyphrases
- object detection
- training set
- multi class
- support vector
- majority voting
- feature selection
- base classifiers
- feature ranking
- ensemble learning
- training data
- face detection
- imbalanced data
- generalization ability
- ensemble methods
- regression problems
- computer vision
- object detectors
- scene understanding
- object class
- object categories
- object recognition
- binary classification problems
- support vector machine
- support vector machine svm
- multi class classification
- training examples
- neural network
- kernel function
- machine learning
- decision trees
- classifier ensemble
- classification using support vector machines
- one class support vector machines
- structured learning
- reduced set
- data sets
- learning algorithm
- random forests
- radial basis function
- feature space
- ensemble classifier
- hyperplane
- support vectors
- accurate classifiers
- training support vector machines
- classification accuracy
- multiclass classification
- svm classifier
- classification algorithm
- input space
- pedestrian detection
- sparse kernel
- cost sensitive