Comparative Study of LBP and HOG Feature Extraction Techniques for COVID-19 Pneumonia Classification.
Nourin AhmedNamarta VijZiad KobtiPublished in: ISCC (2023)
Keyphrases
- comparative study
- feature extraction
- feature set
- pattern classification
- image classification
- feature vectors
- support vector machine svm
- local binary pattern
- preprocessing
- feature space
- feature extraction and classification
- pattern recognition
- dimension reduction
- face recognition
- texture analysis
- texture classification
- feature selection
- texture features
- principal component analysis
- image processing
- bag of words
- feature fusion
- extracting features
- support vector
- decision trees
- feature representation
- fisher linear discriminant
- machine learning
- pattern representation
- discriminant analysis
- linear discriminant analysis
- classification method
- object detection
- facial expression recognition
- texture descriptors
- similarity measure