IF2CNN: Towards non-stationary time series feature extraction by integrating iterative filtering and convolutional neural networks.
Feng ZhouHaomin ZhouZhihua YangLinyan GuPublished in: Expert Syst. Appl. (2021)
Keyphrases
- convolutional neural networks
- feature extraction
- cellular neural networks
- convolutional network
- preprocessing
- face recognition
- dimensionality reduction
- image classification
- feature vectors
- image processing
- convolutional neural network
- discriminant analysis
- filtering method
- filtering algorithm
- pattern classification
- information filtering
- wavelet transform
- pattern recognition
- adaptive filtering
- dimension reduction
- frequency domain
- gabor filters
- texture analysis
- support vector machine svm
- multiresolution
- feature representation
- image filtering
- texture features
- extracting features
- defect detection
- denoising