Imbalanced Malware Images Classification: a CNN based Approach.
Songqing YuePublished in: CoRR (2017)
Keyphrases
- image classification
- image database
- image data
- image retrieval
- ground truth
- object recognition
- image features
- test images
- image collections
- preprocessing stage
- image registration
- classification accuracy
- three dimensional
- image analysis
- pattern recognition
- input image
- supervised learning
- machine learning
- feature points
- class imbalance
- convolutional neural network
- handwritten digits
- feature selection
- image set
- pigmented skin lesions
- segmentation method
- decision trees
- image matching
- classification algorithm
- hyperspectral images
- support vector machine svm
- skin lesion
- feature set
- support vector
- thematic mapper