Deep Learning in Data-Driven Pavement Image Analysis and Automated Distress Detection: A Review

Deep Learning in Data-Driven Pavement Image Analysis and Automated Distress Detection: A Review

Deep learning, more specifically deep convolutional neural networks, is fast becoming a popular choice for computer vision-based automated pavement distress detection. While pavement image analysis has been extensively researched over the past three decades or so, recent ground-breaking achievements...

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Bibliographic Details
Main Author: Kasthurirangan Gopalakrishnan
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Data
Subjects:
pavement cracking
pavement management
pavement imaging
3D image
deep learning
TensorFlow
deep convolutional neural networks
Online Access:http://www.mdpi.com/2306-5729/3/3/28

Internet

http://www.mdpi.com/2306-5729/3/3/28

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