Fuzzy Edge-Detection as a Preprocessing Layer in Deep Neural Networks for Guitar Classification.
Cesar TorresClaudia I. GonzálezGabriela E. MartinezPublished in: Sensors (2022)
Keyphrases
- preprocessing
- neural network
- edge detection
- pattern recognition
- rule extraction
- feature extraction
- fuzzy logic
- fuzzy classifier
- fuzzy decision trees
- pattern classification
- fuzzy classification
- fuzzy sets
- multi layer
- multiscale
- fuzzy neural network
- machine learning
- fuzzy systems
- image classification
- classification accuracy
- genetic algorithm
- feature vectors
- support vector
- decision trees
- multi layer perceptron
- decision rules
- feature selection
- preprocessing phase
- supervised learning
- feature space
- image processing
- learning vector quantization
- noisy images
- neural network model
- classification rules
- hybrid intelligent
- classification algorithm
- support vector machine
- neural networks and support vector machines
- fuzzy inference system
- training process
- incremental learning
- recurrent neural networks
- feed forward
- membership functions
- image enhancement
- classification method
- self organizing maps