Why do CNNs excel at feature extraction? A mathematical explanation.
Vinoth NandakumarArush TagadeTongliang LiuPublished in: CoRR (2023)
Keyphrases
- feature extraction
- cellular neural networks
- wavelet transform
- pattern classification
- microsoft excel
- image processing
- preprocessing
- extracted features
- linear feature extraction
- dimension reduction
- discriminant analysis
- causal explanation
- image feature extraction
- microsoft office
- feature selection
- principal component analysis
- business intelligence
- image classification
- linear discriminant analysis
- dimensionality reduction
- feature extraction and classification
- pattern recognition
- feature space
- feature vectors
- machine learning
- mathematical expressions
- iris recognition
- databases
- feature set
- frequency domain
- support vector machine svm
- texture feature extraction
- database
- image preprocessing
- mathematical knowledge
- feature extractor
- defect detection
- explanation based learning
- feature representation
- manifold learning
- texture features