Binary malware image classification using machine learning with local binary pattern.
Jhu-Sin LuoDan Chia-Tien LoPublished in: IEEE BigData (2017)
Keyphrases
- local binary pattern
- image classification
- machine learning
- feature extraction
- texture classification
- face recognition
- texture analysis
- multiscale
- texture features
- texture descriptors
- rotation invariant
- illumination invariant
- texture information
- bag of words
- spatial information
- face detection
- visual features
- pattern recognition
- image representation
- gray images
- image features
- image descriptors
- feature selection
- binary patterns
- data mining
- image processing
- text classification
- feature vectors
- background subtraction
- image analysis
- decision trees
- multiresolution
- learning algorithm
- visual words
- palmprint
- face images
- computer vision
- gray level
- unsupervised learning
- distance measure