Impact of endoscopic image degradations on LBP based features using one-class SVM for classification of celiac disease.
Sebastian HegenbartAndreas UhlAndreas VécseiPublished in: ISPA (2011)
Keyphrases
- image features
- extracting features
- image classification
- extracted features
- textural features
- feature extraction
- feature representation
- feature values
- classification accuracy
- spatial information
- feature vectors
- feature space
- image data
- local binary pattern
- image segmentation
- feature set
- feature descriptors
- class specific
- classification method
- low level
- image representation
- image regions
- classification models
- confidence scores
- image content
- svm classifier
- input image
- individual features
- image analysis
- multiscale
- test images
- sift descriptors
- texture classification
- highly discriminative
- texture analysis
- keypoints
- co occurrence
- image retrieval
- feature subset
- image set
- texture features
- class labels
- feature points
- global features
- high resolution
- decision trees
- feature selection
- text classification