Machine Learning Classification of Obfuscation using Image Visualization.
Colby ParkerJeffrey Todd McDonaldDimitrios DamopoulosPublished in: SECRYPT (2021)
Keyphrases
- machine learning
- image classification
- machine learning methods
- input image
- pattern recognition
- single image
- image data
- decision trees
- image feature extraction
- machine learning algorithms
- image content
- extracting features
- multiscale
- image features
- text classification
- supervised machine learning
- image pixels
- image representation
- image segmentation
- classification method
- preprocessing stage
- image analysis
- learning algorithm
- similarity measure
- region of interest
- image retrieval
- extracted features
- supervised classification
- feature selection
- support vector machine
- high resolution
- feature extraction
- pixel values
- textural features
- computer vision
- image regions
- segmentation method
- feature points
- edge detection
- supervised learning
- multiresolution
- classification accuracy
- spatial information
- image matching
- object recognition
- feature space
- feature vectors
- model selection
- feature representation
- class specific
- data mining