Pavement Image Processing Using Neural Networksby Mohamed S. Kaseko, Univ of California, Irvine, United States,
Stephen G. Ritchie, Univ of California, Irvine, United States,
Document Type: Proceeding Paper
Part of: Applications of Advanced Technologies in Transportation Engineering
Abstract: This paper discusses the potential for employing neural network models in the pavement image interpretation and classification stage of an automated pavement condition evaluation system. It discusses the choice of a suitable model for application, the effects of various input parameters on the training of the model and performance of the model in terms of the accuracy of correct classification of pavement images. Preliminary results are presented.
Subject Headings: Pavement condition | Imaging techniques | Model accuracy | Neural networks | Automation | Parameters (statistics) | Training
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