Speedy and efficient malwares images classifier using reduced GIST features for a new defense guide.
Ben Abdel Ouahab IkramLotfi El AachakBoudhir Anouar AbdelhakimBouhorma MohammedPublished in: NISS (2020)
Keyphrases
- image features
- extracted features
- feature extractors
- global features
- multiple classifiers
- test images
- morphological features
- original images
- image data
- feature space
- feature set
- image classification
- complementary features
- extracting features
- svm classifier
- salient features
- individual features
- image retrieval
- gabor filters
- image database
- bag of features
- classification process
- feature matching
- input image
- image regions
- spatial information
- classification method
- discriminative classifiers
- single feature
- keypoints
- supervised classifiers
- feature maps
- class labels
- feature values
- image collections
- image registration
- low level
- labeled images
- multiscale
- feature extraction
- feature extractor
- sample images
- object recognition
- image set
- image representation
- visual features
- training set
- support vector
- image similarity
- intra class
- image annotation
- image matching
- training examples
- natural images
- highly discriminative
- classification accuracy
- feature selection