Combining shape, texture and intensity features for cell nuclei extraction in Pap smear images.
Marina E. PlissitiChristophoros NikouAntonia CharchantiPublished in: Pattern Recognit. Lett. (2011)
Keyphrases
- pixel intensities
- cell nuclei
- texture information
- intensity information
- image features
- microscope images
- histopathological images
- gabor filters
- image gradient
- image regions
- fluorescence microscopy images
- image data
- low contrast
- automated detection
- texture features
- input image
- segmentation method
- skin lesion
- ground truth
- image structure
- microscopy images
- extracted features
- feature extraction
- image analysis
- segmentation algorithm
- quantitative analysis
- feature vectors
- nonrigid registration
- image registration
- watershed transform
- co occurrence
- image intensity
- edge detection
- texture analysis
- textured images
- object boundaries
- cell nucleus
- feature space
- image processing