A Comparative Study of Vision-based Road Surface Classification Methods for Dataset From Different Cities.
Huan LiangHui ZhangZhifeng SunPublished in: ICPS (2022)
Keyphrases
- benchmark datasets
- classification method
- machine learning methods
- accurate classification
- neural networks and support vector machines
- benchmark data sets
- preprocessing
- automatic classification
- computational cost
- multiclass classification
- decision trees
- machine learning algorithms
- computer vision
- classification scheme
- classification systems
- cross validation
- pattern recognition
- empirical studies
- classification accuracy
- significant improvement
- terms of classification accuracy
- robust classification
- classification decisions
- road surface
- support vector
- classification models
- three dimensional
- feature extraction
- svm classifier
- human computer interaction
- training samples
- principal component analysis
- feature vectors
- high dimensional