您当前的位置：
首页 >
文章列表页 >
Semantic segmentation algorithm of pavement cracks based on GAN data augmentation
更新时间：2025-05-26

    • Semantic segmentation algorithm of pavement cracks based on GAN data augmentation

    • “In the field of road crack detection, researchers have proposed a semantic segmentation algorithm for road cracks based on an improved U-Net network model, which effectively improves the accuracy and generalization performance of crack detection.”
    • Journal of Jilin University(Engineering and Technology Edition)   Vol. 53, Issue 11, Pages: 3166-3175(2023)
    • 作者机构：

      1.福州大学 土木工程学院，福州 350108

      2.福州大学 计算机与大数据学院，福州 350108

    • DOI：10.13229/j.cnki.jdxbgxb.20220003    

      CLC： U416.2

    • Received：04 January 2022，

      Published：01 November 2023

    移动端阅览

  • QUE Yun,JI Xue,JIANG Zi-ping,et al.Semantic segmentation algorithm of pavement cracks based on GAN data augmentation[J].Journal of Jilin University(Engineering and Technology Edition),2023,53(11):3166-3175. DOI： 10.13229/j.cnki.jdxbgxb.20220003.

  •  
  •  

0

Views

11

下载量

2

CSCD

Alert me when the article has been cited
提交
Tools
Download
Export Citation
Share
Add to favorites
Add to my album

Related Articles

Simulation analysis on SCB test of asphalt concrete using cohesive zone model
Strength and deformation characteristics of gangue-red clay subgrade in hot and humid areas in south China
Distance between upstream transition zones of freeway work zone considering automatic cars
Edge feature⁃guided semantic segmentation method for intelligent vehicle
Intelligent monitoring and early warning for freeze⁃thaw instability of high⁃speed railway tunnel portal slopes in cold regions

Related Author

ZHOU Zheng-feng
TANG Hu-cheng
OU Xin-wang
WEI Bing-xu
ZENG Jing
CHEN Chu-fang
YANG Liu
LI Hong-hui

Related Institution

School of Civil Engineering， Southwest Jiaotong University
Highway Engineering Key Laboratory of Sichuan Province， Southwest Jiaotong University
School of Transportation Engineering， Changsha University of Science & Technology
Guangxi Road Construction Engineering Group Co.， Ltd
National Engineering Laboratory of Highway Maintenance Technology， Changsha University of Science & Technology
0