Automatic Pavement Crack Recognition Based on BP Neural Network

Automatic Pavement Crack Recognition Based on BP Neural Network

A feasible pavement crack detection system plays an important role in evaluating the road condition and providing the necessary road maintenance. In this paper, a back propagation neural network (BPNN) is used to recognize pavement cracks from images. To improve the recognition accuracy of the BPNN,...

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Bibliographic Details
Main Authors: Li Li, Lijun Sun, Guobao Ning, Shengguang Tan
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2014-02-01
Series:Promet (Zagreb)
Subjects:
crack detection
background correction
image processing
image recognition
BP neural network
Online Access:http://www.fpz.unizg.hr/traffic/index.php/PROMTT/article/view/1477

Internet

http://www.fpz.unizg.hr/traffic/index.php/PROMTT/article/view/1477

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