Concepedia

Crack _ PSTU: Crack detection based on the U-Net framework combined with Swin Transformer

Weizhong Lu, Meiling Qian, Y.H. Xia, Yiming Lu, Jiyun Shen, Qiming Fu, You Lü

Structures · 2024 · 26 citations · 32 references

DOI

Concepts

References

32

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

, , +16

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

, , +14

Learning Transferable Features with Deep Adaptation Networks

Mingsheng Long, Yue Cao, Jianmin Wang et al. · arXiv (Cornell University) · 2015 · 2.8K citations · Full text

, , +13

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

Yunpeng Chen, Tao Wang, Weihao Yu et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 2.3K citations

, , +14

Road crack detection using deep convolutional neural network

Lei Zhang, Fan Yang, Yimin D. Zhang et al. · 2016 · 1.5K citations

, , +16