Autonomous Crack and Bughole Detection for Concrete Surface Image Based on Deep Learning

Autonomous Crack and Bughole Detection for Concrete Surface Image Based on Deep Learning

Cracks and bugholes (surface air voids) are common factors that affect the quality of concrete surfaces, so it is necessary to detect them on concrete surfaces. To improve the accuracy and efficiency of the detection, this research implements a novel deep learning technique based on DeepLabv3&#x...

Full description

Bibliographic Details
Main Authors: Yujia Sun, Yang Yang, Gang Yao, Fujia Wei, Mingpu Wong
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Crack detection
bughole detection
deep learning
concrete surface
semantic segmentation
Online Access:https://ieeexplore.ieee.org/document/9450801/

Internet

https://ieeexplore.ieee.org/document/9450801/

Similar Items