Intelligent detection of building cracks based on deep learning

作者：

Highlights：

• Building crack detection model to solve the concrete structure damage.

• Detection and segmentation is used for picture performance detection and evaluation.

• The inspection of buildings helps to reduce engineering personnel safety accidents.

• The inspection of buildings can carry out rapid construction materials and quality.

摘要

•Building crack detection model to solve the concrete structure damage.•Detection and segmentation is used for picture performance detection and evaluation.•The inspection of buildings helps to reduce engineering personnel safety accidents.•The inspection of buildings can carry out rapid construction materials and quality.

论文关键词：Deep learning,Building crack detection,Multi-feature fusion,Image segmentation,RFCN,FCN,R-CNN

论文评审过程：Received 11 June 2020, Revised 11 July 2020, Accepted 21 July 2020, Available online 30 July 2020, Version of Record 18 August 2020.

论文官网地址：https://doi.org/10.1016/j.imavis.2020.103987