Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

Automatic Crack Detection on Road Pavements Using Encoder-Decoder Architecture

Automatic crack detection from images is an important task that is adopted to ensure road safety and durability for Portland cement concrete (PCC) and asphalt concrete (AC) pavement. Pavement failure depends on a number of causes including water intrusion, stress from heavy loads, and all the climat...

Full description

Bibliographic Details
Main Authors: Zhun Fan, Chong Li, Ying Chen, Jiahong Wei, Giuseppe Loprencipe, Xiaopeng Chen, Paola Di Mascio
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Materials
Subjects:
pavement cracking
automatic crack detection
encoder-decoder
deep learning
U-net
hierarchical feature
Online Access:https://www.mdpi.com/1996-1944/13/13/2960

Internet

https://www.mdpi.com/1996-1944/13/13/2960

Similar Items