A generative-discriminative hybrid for sequential data classification [image classification example].
Karim T. Abou-MoustafaChing Y. SuenMohamed CherietPublished in: ICASSP (5) (2004)
Keyphrases
- image classification
- sequential data
- feature extraction
- discriminative learning
- class specific
- hidden markov models
- bag of words
- discriminative methods
- discriminative training
- unsupervised learning
- bayesian network classifiers
- image representation
- generative model
- machine learning
- feature vectors
- discriminative classifiers
- fixed length
- text classification
- image features
- preprocessing
- feature selection
- association rule mining
- pattern mining
- visual words
- image sequences
- website