ECG Heartbeat Classification Based on Multi-Scale Wavelet Convolutional Neural Networks.
Lahcen El BounyMohammed KhalilAbdellah AdibPublished in: ICASSP (2020)
Keyphrases
- multiscale
- convolutional neural networks
- classification accuracy
- pattern recognition
- ecg signals
- classification scheme
- wavelet coefficients
- wavelet transform
- feature space
- support vector machine
- training set
- image classification
- support vector machine svm
- pattern classification
- support vector
- training samples
- classification algorithm
- monitoring system
- signal processing
- multiple scales
- heart rate
- image representation
- text classification
- multiresolution
- feature vectors
- preprocessing
- decision trees
- machine learning
- natural images
- neural network
- edge detection
- machine learning algorithms
- supervised learning
- coarse to fine
- feature extraction
- image segmentation
- feature selection
- wavelet packet transform