Automatic Crack Detection and Measurement of Concrete Structure Using Convolutional Encoder-Decoder Network

The detection and measurement of crack at pixel level is a challenge to existing methods. To overcome this challenge, this paper proposes a convolutional encoder-decoder network (CedNet) to detect crack from image, and the maximum widths and orientations of cracks are measured using image post-proce...

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Bibliographic Details
Main Authors: Shengyuan Li, Xuefeng Zhao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9146278/