A Neural Network based Technique for Automatic Classification of Road Cracks

@article{Bray2006ANN,
  title={A Neural Network based Technique for Automatic Classification of Road Cracks},
  author={Justin Bray and Brijesh Verma and Xue Li and Wade He},
  journal={The 2006 IEEE International Joint Conference on Neural Network Proceedings},
  year={2006},
  pages={907-912}
}
This paper presents a neural network based technique for the classification of segments of road images into cracks and normal images. The density and histogram features are extracted. The features are passed to a neural network for the classification of images into images with and without cracks. Once images are classified into cracks and non-cracks, they are passed to another neural network for the classification of a crack type after segmentation. Some experiments were conducted and promising… CONTINUE READING
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Novel approach to pavement cracking detection based on neural network

  • J. Wang, Y. G. Hu
  • 2003

Novel Approach to pavement cracking detection based on fuzzy set theory

  • J.-R. Chen, C. Glazier, Y. G. Hu
  • 2000

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