A novel approach to train random forests on GPU for computer vision applications using local features.
Daniele PianuRoberto NerinoClaudia FerrarisAntonio ChimientiPublished in: Int. J. High Perform. Comput. Appl. (2016)
Keyphrases
- random forests
- computer vision
- random forest
- decision trees
- feature set
- logistic regression
- pattern recognition
- feature vectors
- image features
- image processing
- machine learning algorithms
- object detection
- regression trees
- evolutionary algorithm
- feature space
- machine learning
- ensemble methods
- object recognition
- feature extraction
- steerable filters
- randomized trees
- tree ensembles