A novel method for asphalt pavement crack classification based on image processing and machine learning

@article{Hoang2018ANM,
  title={A novel method for asphalt pavement crack classification based on image processing and machine learning},
  author={Nhat-Duc Hoang and Quoc-Lam Nguyen},
  journal={Engineering with Computers},
  year={2018},
  pages={1-12}
}
This study constructs an automatic model for detecting and classifying asphalt pavement crack. Image processing techniques including steerable filters, projective integral of image, and an enhanced method for image thresholding are employed for feature extraction. Different scenarios of feature selection have been attempted to create data sets from digital images. These data sets are then employed to train and verify the performance of machine learning algorithms including the support vector… CONTINUE READING

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