The Contribution of Morphological Features in the Classification of Prostate Carcinoma in Digital Pathology Images.
Nicholas McCarthyPadraig CunninghamGillian O'HurleyPublished in: ICPR (2014)
Keyphrases
- morphological features
- image classification
- feature vectors
- image data
- three dimensional
- input image
- image database
- image features
- image analysis
- preprocessing stage
- classification accuracy
- support vector machine
- image registration
- segmentation method
- digital data
- edge detection
- decision trees
- machine learning
- object recognition
- feature extraction
- pigmented skin lesions
- thematic mapper
- text classification
- prostate segmentation
- image set
- automated segmentation
- digital imaging
- similarity measure
- automatic segmentation
- breast tissue
- imaging technology
- extracted features
- ground truth
- region of interest
- test images
- fully automatic
- deformable models
- feature space
- feature set
- high resolution