Comparing LBP, HOG and Deep Features for Classification of Histopathology Images.
Taha J. AlhindiShivam KalraKa Hin NgAnika AfrinHamid R. TizhooshPublished in: IJCNN (2018)
Keyphrases
- feature set
- feature extraction
- classification accuracy
- feature vectors
- histopathology images
- feature space
- histograms of oriented gradients
- extracted features
- classification models
- class labels
- classification method
- support vector
- machine learning
- image classification
- decision trees
- feature analysis
- svm classifier
- feature selection
- extracting features
- local binary pattern
- classification algorithm
- feature representation
- classification process
- feature values
- text classification
- support vector machine
- texture features
- benchmark datasets
- image features
- spatial information
- pattern recognition
- feature selection algorithms
- face detection
- human detection
- training samples
- unsupervised learning