SA-PatchCore: Anomaly Detection in Dataset With Co-Occurrence Relationships Using Self-Attention

Author:

Ishida Kengo1ORCID,Takena Yuki2,Nota Yoshiki3,Mochizuki Rinpei3,Matsumura Itaru4,Ohashi Gosuke1

Affiliation:

1. Department of Electrical and Electronic Engineering, Shizuoka University, Hamamatsu, Japan

2. Panasonic ITS Company Ltd., Yokohama, Japan

3. Meidensha Corporation, Numazu, Japan

4. Railway Technical Research Institute, Tokyo, Japan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference51 articles.

1. Exploring Self-Attention for Image Recognition

2. Local Relation Networks for Image Recognition

3. Sub-image anomaly detection with deep pyramid correspondences;cohen;arXiv 2005 02357,2020

4. FastFlow: Unsupervised anomaly detection and localization via 2D normalizing flows;yu;arXiv 2111 07677,2021

5. Fully convolutional cross-scale-flows for image-based defect detection;rudolph;arXiv 2110 02855,2021

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