Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection.
Sukru DemirSefa KeyMehmet BayginTürker TuncerSengül DoganSamir Brahim BelhaouariAhmet Kursad PoyrazMurat GurgerPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- classification method
- local binary pattern
- feature extraction
- feature selection
- support vector machine svm
- text classification
- selected features
- texture classification
- knn
- multiscale
- support vector machine
- face recognition
- k nearest neighbor
- computer assisted
- texture analysis
- texture descriptors
- rotation invariant
- feature set
- preprocessing
- feature vectors
- texture features
- multiresolution
- feature space
- image classification
- pattern recognition
- dimensionality reduction
- image processing
- text categorization
- neural network
- kernel principal component analysis
- classification algorithm
- face images
- principal component analysis
- nearest neighbor
- multi class
- naive bayes
- recognition rate
- background subtraction
- object detection
- clustering algorithm
- machine learning
- spatial information
- unsupervised learning
- feature subset
- support vector
- information retrieval