A distributed SVM ensemble for image classification and annotation.
Nasullah Khalid AlhamMaozhen LiYang LiuMahesh PonrajMan QiPublished in: FSKD (2012)
Keyphrases
- class specific
- image classification
- ensemble classifier
- svm classifier
- classifier training
- support vector machine svm
- svm classification
- support vector
- feature selection
- training data
- training set
- support vector machine
- visual features
- bag of words
- multi class
- image representation
- group sparse coding
- metadata
- multi agent
- cooperative
- distributed systems
- active learning
- neural network
- feature extraction
- distributed environment
- knn
- random forest
- base classifiers
- imbalanced data
- regression problems
- random forests
- ensemble learning
- hyperplane
- kernel function
- classification algorithm
- pattern recognition
- logistic regression
- automatic annotation
- classifier ensemble
- decision trees
- image retrieval
- classification accuracy
- learning algorithm