期刊论文

中文

自动化应用

1674-778X

2023

64

14

189-193

本校为第一机构

为了检测墙体出现的裂缝,本文设计了一种基于半监督训练和曲线分割算法的裂缝检测算法,以保证建筑物和人的安全。该方法创新性地结合了半监督的训练方法,使用少量的标签数据和大量的无标签的数据训练模型,并提出使用基于曲线分割算法以...展开更多 为了检测墙体出现的裂缝,本文设计了一种基于半监督训练和曲线分割算法的裂缝检测算法,以保证建筑物和人的安全。该方法创新性地结合了半监督的训练方法,使用少量的标签数据和大量的无标签的数据训练模型,并提出使用基于曲线分割算法以有效分割裂缝,有效提高了墙体裂缝检测的效率和性能,实现了对复杂场景下裂缝的检测,在测试数据集上检测任务取得了优...

In order to detect the cracks appearing in the wall,this paper designes a crack detection algorithm based on semi-supervised training and curve segmentation algorithm,ensuring the safety of buildings and people.The method innovatively combines a semi-supervised training...MORE In order to detect the cracks appearing in the wall,this paper designes a crack detection algorithm based on semi-supervised training and curve segmentation algorithm,ensuring the safety of buildings and people.The method innovatively combines a semi-supervised training method to achieve the use of a small amount of labe...