3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Few-shot Defect Image Generation based on Consistency Modeling
Qingfeng Shi, Jing Wei, Fei Shen +1
Image generation can solve insufficient labeled data issues in defect detection. Most defect generation methods are only trained on a single product without considering the consist…
cs.CV2023
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect Segmentation
Zhen Qu, Xian Tao, Fei Shen +2
In industrial defect segmentation tasks, while pixel accuracy and Intersection over Union (IoU) are commonly employed metrics to assess segmentation performance, the output consist…
cs.CV2023★ 3 cited
Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision
Han Gao, Huiyuan Luo, Fei Shen +1
Although existing image anomaly detection methods yield impressive results, they are mostly an offline learning paradigm that requires excessive data pre-collection, limiting their…