Automatic Pavement Type Recognition for Image-Based Pavement Condition Survey Using Convolutional Neural Network

Guangwei Yang,Kelvin C. P. Wang,Joshua Qiang Li,Yue Fei,Yang Liu,Kamyar C. Mahboub,Allen Zhang

Automatic Pavement Type Recognition for Image-Based Pavement Condition Survey Using Convolutional Neural Network

2021

Guangwei Yang
Kelvin C. P. Wang
Joshua Qiang Li
Yue Fei
Yang Liu
Kamyar C. Mahboub
Allen Zhang

AbstractImage-based systems are becoming popular to collect pavement condition data for pavement management activities. Pavement engineers define various distress categories based on pavement types...

Keywords:

image based
Pavement management
Machine learning
Artificial intelligence
Deep learning
Convolutional neural network
condition survey
Computer science

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