From malware samples to fractal images: A new paradigm for classification.
Ivan ZelinkaMiloslav SzczypkaJan PlucarNikolay V. KuznetsovPublished in: Math. Comput. Simul. (2024)
Keyphrases
- image classification
- fractal analysis
- fractal dimension
- input image
- training samples
- image features
- three dimensional
- image set
- object recognition
- image data
- image analysis
- image database
- ground truth
- classification accuracy
- image retrieval
- pattern recognition
- fractal dimensions
- image collections
- feature vectors
- training set
- thematic mapper
- handwritten digits
- image registration
- sample images
- representative samples
- skin lesion
- image annotation
- machine learning
- test images
- image regions
- segmentation method
- support vector machine svm
- face images
- feature selection
- feature space
- feature extraction
- fractal geometry
- image matching
- pigmented skin lesions
- data sets
- image sequences
- preprocessing stage
- supervised learning
- hyperspectral images
- edge detection
- texture analysis