Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers.
Yuli GaoJianping FanXiangyang XueRamesh C. JainPublished in: ACM Multimedia (2006)
Keyphrases
- automatic image annotation
- svm classifier
- feature vectors
- support vector machine
- image annotation
- support vector machine svm
- image classification
- support vector
- image content
- feature subset
- visual features
- image features
- kernel function
- training set
- multi label
- hyperplane
- image retrieval
- machine learning
- low level features
- ensemble methods
- semantic concepts
- feature extraction
- semantic gap
- multi label classification
- feature set
- pattern recognition
- knn
- data points
- cost sensitive
- classification accuracy
- ls svm
- computer vision