Bag-of-words classification of miniature illustrations.
Costantino GranaDaniele BorghesaniGiovanni GualdiRita CucchiaraPublished in: WIAMIS (2010)
Keyphrases
- bag of words
- image classification
- text classification
- bag of words models
- visual words
- image representation
- text classification tasks
- feature extraction
- action recognition
- machine learning
- soft assignment
- document representation
- n gram
- decision trees
- classification systems
- classification accuracy
- unsupervised learning
- portuguese language
- textual features
- knowledge discovery
- object classification
- discriminative power
- spatial pyramid matching
- information extraction
- text documents
- scene classification
- object retrieval
- bag of visual words
- visual vocabulary
- natural language processing
- feature vectors
- training set
- support vector
- visual features