Classification of Image Distortions Based on Features Evaluation.
Omar AlaqlKambiz GhazinourCheng ChangPublished in: ISM (2016)
Keyphrases
- image features
- extracting features
- extracted features
- image classification
- feature values
- textural features
- feature vectors
- feature extraction
- feature representation
- low level
- class specific
- test images
- gabor filtering
- image pixels
- feature space
- geometric distortions
- feature set
- classification process
- input image
- feature histograms
- classification models
- image content
- spatial information
- image data
- image distortion
- classification method
- keypoints
- classification accuracy
- svm classifier
- class labels
- single image
- multiscale
- original images
- spectral features
- image analysis
- segmentation method
- image representation
- confidence scores
- high resolution
- individual features
- image regions
- invariant features
- support vector
- training set
- decision trees
- gray level co occurrence matrix
- similarity measure
- highly discriminative
- imaging process
- image retrieval
- support vector machine
- single feature
- feature points
- gray level
- feature selection
- text classification
- training data
- global features
- feature descriptors
- color features