Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification.
Eugenio VocaturoEster ZumpanoPublished in: ICMLA (2020)
Keyphrases
- multiple instance learning
- image categorization
- skin lesion
- pigmented skin lesions
- object based image retrieval
- malignant melanoma
- image classification
- image annotation
- supervised learning
- skin cancer
- multiple instance
- image analysis
- classification accuracy
- image data
- machine learning
- image database
- image retrieval
- text classification
- image understanding
- image collections
- multi class
- image features
- training samples
- class labels
- object recognition
- feature space
- image regions
- decision trees
- image processing
- face recognition
- feature selection
- image set
- learning tasks
- semi supervised learning
- visual features
- feature set
- small number
- semi supervised
- feature vectors