An SVM-based distal lung image classification using texture descriptors.
Chesner DésirCaroline PetitjeanLaurent HeutteLuc ThibervilleMathieu SalaünPublished in: Comput. Medical Imaging Graph. (2012)
Keyphrases
- texture descriptors
- image classification
- feature extraction
- texture analysis
- local binary pattern
- texture features
- cbir systems
- image representation
- image features
- bag of words
- gabor filters
- texture classification
- rotation invariant
- image search
- sparse coding
- visual features
- texture images
- relevance feedback
- support vector
- multi label
- support vector machine
- discriminative power
- visual words
- probability density function
- texture information
- image analysis
- multiresolution
- database
- sparse representation
- spatial distribution
- image retrieval
- active learning
- mixture model
- multiscale
- expectation maximization
- similarity measurement
- feature selection