Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm.
Dimosthenis C. TsourosPanagiotis N. SmyrlisMarkos G. TsipourasDimitrios G. TsalikakisNikolaos GiannakeasAlexandros T. TzallasPinelopi ManousouPublished in: CBMS (2017)
Keyphrases
- image classification
- clustering algorithm
- image data
- input image
- feature vectors
- image features
- extracted features
- automated classification
- image database
- image retrieval
- image analysis
- computer aided
- fully automatic
- image registration
- edge detection
- test images
- classification algorithm
- image regions
- pattern recognition
- information extraction
- three dimensional
- thematic mapper
- automated segmentation
- segmentation method
- classification accuracy
- preprocessing stage
- feature selection
- clustering analysis
- hyperspectral images
- pigmented skin lesions
- ct scans
- gabor filters
- image set
- segmentation algorithm
- text classification
- image quality
- feature set
- feature space
- object recognition
- decision trees