A method based on machine learning using hand-crafted features for crack detection from asphalt pavement surface images.
Yusuke FujitaKoji ShimadaManabu IchiharaYoshihiko HamamotoPublished in: QCAV (2017)
Keyphrases
- test images
- machine learning
- feature set
- image features
- segmentation method
- classification accuracy
- pavement distress
- image regions
- similarity measure
- prior knowledge
- machine learning methods
- feature extraction
- domain knowledge
- domain specific
- image retrieval
- probabilistic model
- semi supervised
- input image
- object recognition
- structural information
- information retrieval