4 citations · 6 across the 4 of their papers we have counts for
4 papers
Bayes-DIC Net: Estimating Digital Image Correlation Uncertainty with Bayesian Neural Networks
Biao Chen, Zhenhua Lei, Yahui Zhang +1
This paper introduces a novel method for generating high-quality Digital Image Correlation (DIC) dataset based on non-uniform B-spline surfaces. By randomly generating control poin…
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search
Zhenrong Wang, Bin Li, Weifeng Li +3
Deep convolutional neural networks (CNNs) have been widely used in surface defect detection. However, no CNN architecture is suitable for all detection tasks and designing effectiv…
Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection
Tongzhi Niu, Bin Li, Kai Li +4
In the surface defect detection, there are some suspicious regions that cannot be uniquely classified as abnormal or normal. The annotating of suspicious regions is easily affected…
Clear Memory-Augmented Auto-Encoder for Surface Defect Detection
Wei Luo, Tongzhi Niu, Lixin Tang +2
In surface defect detection, due to the extreme imbalance in the number of positive and negative samples, positive-samples-based anomaly detection methods have received more and mo…