Combined Hierarchical Watershed Segmentation and SVM Classification for Pap-Smear Cell Nucleus Extraction.
Maykel Orozco-MonteagudoCosmin MihaiHichem SahliAlberto Taboada-CrispíPublished in: Computación y Sistemas (2012)
Keyphrases
- svm classification
- watershed segmentation
- microscope images
- cell nucleus
- support vector machine svm
- support vector machine
- watershed transform
- support vector
- svm classifier
- kernel function
- segmentation method
- region merging
- image classification
- cell nuclei
- classification accuracy
- image segmentation
- segmentation algorithm
- classification method
- cross sections
- region growing
- multiclass classification
- cross validation
- automated analysis
- fuzzy clustering
- deformable models
- text classification
- ground truth
- pairwise
- feature extraction