Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection.
Akif Burak TosunMelih KandemirCenk SokmensuerCigdem Gunduz DemirPublished in: Pattern Recognit. (2009)
Keyphrases
- unsupervised segmentation
- texture analysis
- textured images
- cancer detection
- texture descriptors
- texture segmentation
- image analysis
- gabor filters
- texture features
- texture images
- texture classification
- segmentation algorithm
- image database
- image data
- input image
- local binary pattern
- gray level
- image segmentation
- image features
- texture information
- rotation invariant
- feature extraction
- multiresolution
- prostate cancer
- image retrieval
- edge detection
- image registration
- texture model
- image collections
- natural images
- color images
- feature vectors