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Position Encoding Enhanced Feature Mapping for Image Anomaly Detection

Abstract

Image anomaly detection is an important stage for automatic visual inspection in intelligent manufacturing systems. The wide-ranging anomalies in images, such as various sizes, shapes, and colors, make automatic visual inspection challenging. Previous work on image anomaly detection has achieved significant advancements. However, there are still limitations in terms of detection performance and efficiency. In this paper, a novel Position …

Authors

Wan Q; Cao Y; Gao L; Shen W; Li X

Volume

00

Pagination

pp. 876-881

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

August 24, 2022

DOI

10.1109/case49997.2022.9926547

Name of conference

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)