CRmix: A regularization by clipping images and replacing mixed samples for imbalanced classification.
Jiahao LiZhao YangLuyu HuJiehao LiuDapeng TaoPublished in: Digit. Signal Process. (2023)
Keyphrases
- image classification
- image data
- image set
- test images
- image database
- image features
- pigmented skin lesions
- classification accuracy
- image analysis
- training set
- object recognition
- pattern recognition
- input image
- three dimensional
- image registration
- representative samples
- edge detection
- training samples
- image retrieval
- thematic mapper
- hyperspectral images
- feature points
- feature extraction
- feature vectors
- decision trees
- extracted features
- blind deconvolution
- sample images
- data sets
- model selection
- classification algorithm
- feature selection
- class imbalance
- text classification
- preprocessing stage
- imbalanced data sets