Concepedia

Anomaly Segmentation

Anomaly Segmentation is a time series analysis task that involves partitioning a temporal sequence into contiguous regions to identify and delineate intervals exhibiting anomalous behavior, distinguished from point-based anomaly detection by its focus on localized segments rather than isolated timestamps.

46

Publications

3.6K

Citations

182

Authors

65

Institutions

Publications per year

2017–2026

40

Parents

Publications

46

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

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

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WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation

Jongheon Jeong, Taewan Kim, Dongqing Zhang et al. · 2023 · 363 citations

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Sub-Image Anomaly Detection with Deep Pyramid Correspondences

Niv Cohen, Yedid Hoshen · arXiv (Cornell University) · 2020 · 327 citations · Full text

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Scaling Out-of-Distribution Detection for Real-World Settings

Dan Hendrycks, Steven Basart, Mantas Mazeika et al. · arXiv (Cornell University) · 2019 · 179 citations · Full text

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Unsupervised anomaly segmentation via deep feature reconstruction

Yong Shi, Jie Yang, Zhiquan Qi · Neurocomputing · 2020 · 173 citations · Full text

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1–5 of 46

Authors

182

  1. YS
    Yong Shi

    Chinese Academy of Sciences, China

    3 publications · 273 citations

    3

    h-index

  2. ZQ
    Zhiquan Qi

    Chinese Academy of Sciences, China

    3 publications · 273 citations

    3

    h-index

  3. JW
    Jinbao Wang

    Southern University of Science and Technology, China

    2 publications · 79 citations

    2

    h-index

  4. DH
    Dan Hendrycks

    University of California, Berkeley, United States

    2 publications · 229 citations

    2

    h-index

  5. DZ
    Dongqing Zhang

    Guangdong University of Petrochemical Technology, China

    2 publications · 376 citations

    2

    h-index

1–5 of 182

Institutions

65

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    7 publications

    712 citations

  2. Fudan University

    Shanghai, China

    3 h-index

    11 publications

    916 citations

  3. Hunan University

    Changsha, China

    2 h-index

    5 publications

    123 citations

  4. University of Nebraska at Omaha

    Omaha, United States

    2 h-index

    2 publications

    226 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    6 publications

    82 citations

  6. Tongji University

    Shanghai, China

    2 h-index

    11 publications

    362 citations

  7. Southern University of Science and Technology

    Shenzhen, China

    2 h-index

    9 publications

    393 citations

  8. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    4 publications

    435 citations

1–8 of 65

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 890 citations

    10

    h-index

  2. Neurocomputing

    2 publications · 258 citations

    2

    h-index

  3. 2

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 1 publications · 16 citations

    1

    h-index

  5. Journal of Intelligent Information Systems

    1 publications · 15 citations

    1

    h-index

1–5