Texture Analysis Versus Deep Learning in MRI-based Classification of Renal Failure.
Artur KlepaczkoMarcin MajosLudomir StefanczykKatarzyna SzychowskaIlona KurnatowskaPublished in: PCBBE (2023)
Keyphrases
- texture analysis
- deep learning
- texture discrimination
- feature extraction
- texture classification
- gabor filtering
- fractal analysis
- unsupervised learning
- brodatz textures
- multiresolution
- machine learning
- texture features
- textural features
- gray level
- classification accuracy
- image analysis
- restricted boltzmann machine
- local binary pattern
- co occurrence
- pattern recognition
- rotation invariant
- image classification
- feature vectors
- gabor filters
- supervised learning
- feature space
- decision trees
- feature selection
- unsupervised feature learning
- shape model
- text classification
- feature set
- text mining
- training set
- face recognition