Augmenting Molecular Images with Vector Representations as a Featurization Technique for Drug Classification.
Daniel de MarchiAmarjit BudhirajaPublished in: CoRR (2020)
Keyphrases
- image classification
- image data
- feature vectors
- image database
- three dimensional
- input image
- ground truth
- pattern recognition
- feature extraction
- test images
- image regions
- image features
- similarity measure
- image analysis
- classification accuracy
- edge detection
- image set
- image retrieval
- object recognition
- feature selection
- extracted features
- hyperspectral images
- fractal dimension
- visual patterns
- handwritten digits
- skin lesion
- classification method
- preprocessing stage
- segmentation algorithm
- supervised learning
- image registration
- support vector
- decision trees
- segmentation method
- support vector machine svm
- image collections
- feature representation
- color images
- image segmentation
- machine learning
- pigmented skin lesions