P2 random walk: self-supervised anomaly detection with pixel-point random walk

Abstract In the domain of intelligent manufacturing, automatic anomaly detection plays a pivotal role and holds great significance for improving production efficiency and product quality. However, the scarcity and uncertainty of anomalous data pose significant challenges in this field. Data augmenta...

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Bibliographic Details
Main Authors: Liujie Hua, Qianqian Qi, Jun Long
Format: Article
Language:English
Published: Springer 2023-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01285-z