A novel method for asphalt pavement crack classification based on image processing and machine learning.
Nhat-Duc HoangQuoc-Lam NguyenPublished in: Eng. Comput. (2019)
Keyphrases
- machine learning
- classification method
- machine learning methods
- image processing
- classification accuracy
- benchmark data sets
- support vector machine
- support vector machine svm
- classification algorithm
- cross validation
- machine learning algorithms
- feature extraction
- pattern recognition
- pattern classification
- statistical methods
- image feature extraction
- data mining
- decision rules
- model selection
- edge detection
- preprocessing
- training set
- computer vision
- accuracy rate
- classification process
- training data
- active learning
- supervised learning
- detection method
- feature vectors
- pairwise
- feature space
- text mining
- similarity measure
- classification scheme
- supervised classification
- text classification
- image classification
- signal processing