Improving Skin-Disease Classification Based on Customized Loss Function Combined With Balanced Mini-Batch Logic and Real-Time Image Augmentation.
Tri-Cong PhamAntoine DoucetChi-Mai LuongCong-Thanh TranVan-Dung HoangPublished in: IEEE Access (2020)
Keyphrases
- loss function
- image classification
- support vector
- image features
- hinge loss
- input image
- image segmentation
- regularization term
- decision trees
- pairwise
- similarity measure
- feature extraction
- pattern classification
- feature selection
- image retrieval
- distance measure
- classification accuracy
- class labels
- cross validation
- feature vectors
- stochastic gradient descent
- skin lesion
- training set