Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images.
Guilherme Freire RobertoAlessandra LuminiLeandro Alves NevesMarcelo Zanchetta do NascimentoPublished in: Expert Syst. Appl. (2021)
Keyphrases
- fractal dimension
- fractal geometry
- fractal analysis
- fractal dimensions
- neural network
- image classification
- convolutional neural networks
- image analysis
- pattern recognition
- texture analysis
- learning vector quantization
- image database
- texture segmentation
- multiple classifiers
- input image
- convolutional network
- image features
- feature selection
- feature extraction
- gabor filters
- feature vectors
- support vector
- edge detection
- training set
- image retrieval
- image set
- machine learning
- classifier ensemble
- multi layer perceptron
- support vector machine
- image registration
- multiresolution
- class labels
- ensemble classifier
- classification accuracy
- distance measure
- image data
- training data
- co occurrence
- decision trees