Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification.
Calimanut-Ionut CiraMiguel-Ángel Manso-CallejoNaoto YokoyaTudor SalageanAna-Cornelia BadeaPublished in: Remote. Sens. (2024)
Keyphrases
- convolutional neural networks
- convolutional network
- training set
- multi layer perceptron
- arbitrary size
- svm classifier
- training process
- classification accuracy
- prediction accuracy
- machine learning
- pattern classification
- feature extraction
- neural network
- nearest neighbour algorithm
- neural networks and support vector machines
- classification algorithm
- classification scheme
- predictive modeling
- feature vectors
- classification method
- feature space
- image classification
- computational complexity
- multi layered perceptron
- feature selection
- discriminative training
- pattern recognition
- prediction error
- object detection
- support vector machine svm
- training samples
- model selection
- text classification