Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.
Danilo Cesar PereiraLeonardo C. LongoThaína A. A. TostaAlessandro Santana MartinsAdriano Barbosa-SilvaPaulo Rogério de FariaLeandro Alves NevesMarcelo Zanchetta do NascimentoPublished in: SIBGRAPI (2022)
Keyphrases
- image classification
- image data
- image analysis
- input image
- image features
- image registration
- hyperspectral images
- three dimensional
- edge detection
- image database
- image retrieval
- pattern recognition
- image matching
- feature vectors
- preprocessing stage
- object recognition
- pigmented skin lesions
- feature extraction
- decision trees
- classification accuracy
- ground truth
- support vector
- image collections
- skin lesion
- machine learning
- gabor filters
- texture analysis
- projection operator
- cross validation
- class labels
- feature points
- super resolution
- supervised learning
- training set
- similarity measure
- image processing