Active classifier selection for RGB-D object categorization using a Markov random field ensemble method.
Maximilian DurnerZoltan Csaba MartonUlrich HillenbrandHaider AliMartin KleinsteuberPublished in: ICMV (2016)
Keyphrases
- object categorization
- ensemble methods
- ensemble learning
- classifier ensemble
- decision trees
- ensemble classifier
- prediction accuracy
- object categories
- object recognition
- base classifiers
- benchmark datasets
- ensemble members
- random forest
- feature subset
- training examples
- machine learning methods
- training data
- object classes
- feature space
- training set
- class labels
- k nearest neighbor
- visual words
- svm classifier
- support vector machine
- d objects
- object detection
- naive bayes
- generative model
- support vector
- bag of features
- feature set
- similarity measure
- learning algorithm
- data sets