Attention-Based Multi-Scale Convolutional Neural Network (A+MCNN) for Multi-Class Classification in Road Images

Attention-Based Multi-Scale Convolutional Neural Network (A+MCNN) for Multi-Class Classification in Road Images

Automated pavement distress recognition is a key step in smart infrastructure assessment. Advances in deep learning and computer vision have improved the automated recognition of pavement distresses in road surface images. This task remains challenging due to the high variation of defects in shapes...

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Bibliographic Details
Main Authors: Elham Eslami, Hae-Bum Yun
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
smart infrastructure assessment
road safety
automated pavement condition assessment
convolutional neural network
deep learning
Online Access:https://www.mdpi.com/1424-8220/21/15/5137

Internet

https://www.mdpi.com/1424-8220/21/15/5137

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