Multiclass histology image retrieval, classification using Riesz transform and local binary pattern features.
Mehran YazdiHamed ErfankhahPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2020)
Keyphrases
- multi class
- local binary pattern
- multiclass classification
- feature extraction
- support vector machine
- kernel fisher
- feature vectors
- textural features
- multiclass problems
- multi class classification
- binary classifiers
- cost sensitive classification
- multiclass support vector machines
- classification accuracy
- feature space
- multiple classes
- cost sensitive
- feature set
- image retrieval
- feature selection
- svm classifier
- error correcting output codes
- binary classification problems
- texture classification
- texture features
- gray level co occurrence matrix
- binary classification
- face recognition
- spatial information
- object detection
- rotation invariant
- multiscale
- machine learning
- pattern recognition
- pairwise
- texture analysis
- class labels
- feature values
- visual features
- image features
- training set
- image content
- support vector machine svm
- training samples
- text classification
- base classifiers
- image classification
- feature subset
- support vector
- image processing