An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy.
Giacomo Donato CascaranoFrancesco Saverio DebitontoRuggero LemmaAntonio BrunettiDomenico BuongiornoIrio De FeudisAndrea GuerrieroMichele RossiniFrancesco PesceLoreto GesualdoVitoantonio BevilacquaPublished in: ICIC (3) (2019)
Keyphrases
- texture features
- feature vectors
- texture feature extraction
- texture classification
- pattern recognition
- feature extraction
- gabor filters
- gabor filtering
- image processing
- texture images
- texture analysis
- feature set
- textured images
- gray level
- image features
- classification accuracy
- training set
- rotation invariant
- textural features
- machine learning
- mixture of gaussian distributions
- texture descriptors
- natural images
- distance measure
- image registration
- support vector
- video sequences