Confidence-assisted classification result refinement for object recognition featuring TopN-Exemplar-SVM.
Toshihiko YamasakiTsuhan ChenPublished in: ICPR (2012)
Keyphrases
- support vector machine svm
- support vector
- object recognition
- support vector machine
- classification algorithm
- svm classification
- classification method
- feature selection
- improves the classification accuracy
- svm classifier
- partially supervised
- feature vectors
- classification accuracy
- training set
- feature space
- generalization ability
- high classification accuracy
- object classification
- machine learning
- unsupervised learning
- pattern classification
- confidence scores
- multi class classification
- pattern recognition
- multi class
- text classifiers
- support vector machine classifiers
- decision trees
- classification models
- feature extraction
- cost sensitive
- decision boundary
- training data
- training samples
- knn
- image features
- class labels
- multi class svm
- confidence estimates
- multiple kernel learning
- training process
- radial basis function
- kernel methods
- text categorization
- image classification
- learning algorithm