Classification of Cervical Biopsy Images Based on LASSO and EL-SVM.
Pan HuangShuailei ZhangMin LiJing WangCailing MaBowei WangXiaoyi LvPublished in: IEEE Access (2020)
Keyphrases
- image classification
- support vector machine svm
- support vector
- feature selection
- support vector machine
- image data
- svm classifier
- image database
- indoor outdoor
- image analysis
- three dimensional
- classification method
- input image
- image features
- classification algorithm
- cancer detection
- pattern recognition
- spinal cord
- classification accuracy
- microscopy images
- feature vectors
- object recognition
- feature space
- svm classification
- generalization ability
- thematic mapper
- feature extraction
- edge detection
- image set
- image retrieval
- image registration
- decision trees
- training set
- pigmented skin lesions
- machine learning
- cross validation
- multi class classification
- supervised learning
- least squares
- discriminative classifiers
- linear support vector machines
- gene selection
- similarity measure
- segmentation algorithm