ECG Classification with Multi-Scale Deep Features Based on Adaptive Beat-Segmentation.
Huan SunYuchun GuoYishuai ChenBin ChenPublished in: IEICE Trans. Commun. (2020)
Keyphrases
- multiscale
- classification accuracy
- features extraction
- feature vectors
- feature extraction
- feature set
- feature space
- feature extraction and classification
- classification models
- classification method
- classification process
- svm classifier
- benchmark datasets
- class labels
- extracted features
- segmentation accuracy
- beat classification
- pattern recognition
- feature analysis
- textural features
- discriminative classifiers
- color and texture information
- extracting features
- feature selection algorithms
- feature selection
- feature subset
- image classification
- edge detection
- support vector machine
- skin lesion
- brodatz textures
- machine learning
- grey level co occurrence matrix
- ecg signals
- multiple scales
- eeg signals
- shape prior
- region growing
- level set
- image segmentation
- decision trees
- bayesian classifier
- object segmentation
- keypoints
- segmentation method
- feature reduction
- segmentation algorithm
- semi supervised