Boosting k-NN for Categorization of Natural Scenes.
Richard NockPaolo PiroFrank NielsenWafa Bel Haj AliMichel BarlaudPublished in: Int. J. Comput. Vis. (2012)
Keyphrases
- natural scenes
- knn
- text categorization
- k nearest neighbor
- scene categorization
- natural images
- feature selection
- nearest neighbor
- category specific
- visual attention
- k nearest neighbour
- image content
- distance function
- text classification
- images of natural scenes
- image structure
- learning algorithm
- saliency map
- information gain
- neural network
- document classification
- naive bayes
- higher order
- web document classification
- support vector machine
- ensemble methods
- base classifiers
- image representation
- image database
- object recognition
- support vector
- bayes error
- multiscale
- machine learning