Image Anomaly Detection

Image Anomaly Detection is a computational framework within the field of computer vision that identifies deviations from normal patterns in visual data by leveraging models trained predominantly on normal instances to detect rare or unseen anomalies.

1.1K

Publications

69.2K

Citations

3.3K

Authors

Institutions

Publications per year

2017–2026

804

Parents

Anomaly Detection

Publications

1.1K

MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

Paul Bergmann, Michael Fauser, David Sattlegger et al. · 2019 · 1.8K citations

Computing, Computer Science, Computer Vision +16

Towards Total Recall in Industrial Anomaly Detection

Karsten Roth, Latha Pemula, Joaquin Zepeda et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 1.4K citations

Computing, Computer Engineering, Computer Science +17

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Chunliang Li, Kihyuk Sohn, Jinsung Yoon et al. · 2021 · 902 citations

Computing, Computer Science, Computer Vision +16

Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings

Paul Bergmann, Michael Fauser, David Sattlegger et al. · 2020 · 863 citations · Full text

Computing, Computer Science, Educational Technology +14

A Unifying Review of Deep and Shallow Anomaly Detection

Proceedings of the IEEE · 2021 · 812 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

1–5 of 1.1K

Authors

3.3K

AP
Antonio Plaza
Universidad de Extremadura, Spain
23 publications · 2.7K citations
21
h-index
QD
Qian Du
Mississippi State University, United States
23 publications · 2.8K citations
20
h-index
WX
Weiying Xie
Xidian University, China
15 publications · 1.1K citations
15
h-index
YL
Yunsong Li
Xidian University, China
15 publications · 1.1K citations
15
h-index
WL
Wei Li
Beijing Institute of Technology, China
13 publications · 1.9K citations
13
h-index

1–5 of 3.3K

Institutions

1–8 of 1K

Venues

IEEE Transactions on Geoscience and Remote Sensing
90 publications · 10K citations
48
h-index
arXiv (Cornell University)
Repository · 83 publications · 4.8K citations
32
h-index
IEEE Geoscience and Remote Sensing Letters
GRSL · 38 publications · 1.8K citations
25
h-index
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
27 publications · 2.1K citations
20
h-index
Remote Sensing
26 publications · 836 citations
19
h-index

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