Automated nuclei segmentation approach based on mathematical morphology for cancer scoring in breast tissue images.
Aymen MouelhiMounir SayadiFarhat FnaiechKarima MradPublished in: Int. Arab J. Inf. Technol. (2016)
Keyphrases
- mathematical morphology
- watershed transform
- image analysis
- breast tissue
- morphological image processing
- edge detection
- cell nuclei
- colour images
- morphological filters
- breast cancer
- segmentation method
- morphological operators
- microscopy images
- segmentation algorithm
- binary images
- gray scale
- image processing
- image segmentation
- watershed segmentation
- region growing
- multiscale
- image registration
- ground truth
- watershed transformation
- automated analysis
- computer aided
- input image
- fully automatic
- visual inspection
- image regions
- region merging
- image enhancement
- segmented images
- textural features
- pattern recognition
- cancer diagnosis
- image retrieval
- quantitative evaluation
- shape prior
- level set
- medical images
- tissue classification
- computer vision
- multiresolution
- image gradient
- image features
- structuring elements
- medical imaging