Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification.
Amirreza MahbodGerald SchaeferChunliang WangRupert EckerGeorg DorffnerIsabella EllingerPublished in: ICPR (2020)
Keyphrases
- transfer learning
- image resolution
- skin lesion
- text classification
- machine learning
- cross domain learning
- labeled data
- knowledge transfer
- image quality
- field of view
- machine learning algorithms
- malignant melanoma
- pattern recognition
- cross domain
- semi supervised learning
- active learning
- computer aided
- support vector
- super resolution
- supervised learning
- early detection
- spatial resolution
- feature extraction
- transfer knowledge
- decision trees
- reinforcement learning
- unlabeled data
- feature vectors
- text categorization
- model selection
- target domain
- feature set
- similarity measure
- motion estimation
- classification accuracy
- skin cancer
- training set