Assessment of Deep Convolutional Neural Networks for Road Surface Classification.
Marcus NolteNikita KisterMarkus MaurerPublished in: ITSC (2018)
Keyphrases
- road surface
- convolutional neural networks
- classification accuracy
- machine learning
- classification models
- feature extraction
- pattern recognition
- support vector
- classification algorithm
- preprocessing
- classification rate
- supervised learning
- automatic classification
- neural network
- decision trees
- classification process
- road network
- class labels
- benchmark datasets
- image classification
- support vector machine
- feature space
- svm classifier
- support vector machine svm
- classification method
- machine learning methods
- training samples
- model selection
- classification scheme
- classification systems
- knn
- training data