no code implementations • 20 Dec 2023 • Shuyuan Wang, Qi Li, Huiyuan Luo, Chengkan Lv, Zhengtao Zhang
Equipped with the above modules, POUTA is endowed with the ability to provide a more precise anomaly location than the prior arts.
Ranked #16 on Anomaly Detection on MVTec AD
no code implementations • 23 Aug 2023 • Han Gao, Huiyuan Luo, Fei Shen, Zhengtao Zhang
One-class classification (OCC) is a longstanding method for anomaly detection.
no code implementations • 25 May 2023 • Han Gao, Huiyuan Luo, Fei Shen, Zhengtao Zhang
Although existing image anomaly detection methods yield impressive results, they are mostly an offline learning paradigm that requires excessive data pre-collection, limiting their adaptability in industrial scenarios with online streaming data.