Cervical Cell Classification Using Features Related to Morphometry and Texture of Nuclei.
Juan Valentín Lorenzo-GinoriWendelin Curbelo-JardinesJosé Daniel López-CabreraSergio B. Huergo-SuárezPublished in: CIARP (2) (2013)
Keyphrases
- feature extraction
- classification accuracy
- feature vectors
- microscopy images
- feature set
- feature space
- classification method
- textural features
- classification models
- classification process
- svm classifier
- gabor filtering
- brodatz textures
- confocal images
- class labels
- machine learning
- feature analysis
- extracted features
- support vector machine
- benchmark datasets
- rotational invariant
- feature selection algorithms
- feature selection
- decision trees
- supervised learning
- texture classification
- color and texture features
- global features
- texture analysis
- text classification
- skin lesion
- feature values
- image texture
- microscopic images
- region growing
- image features
- white blood cells
- training set
- color and texture information
- support vector
- gabor filters