Concepedia

Anomaly Localization

Anomaly Localization is a methodological framework within anomaly detection in time series that identifies the precise temporal positions or subsequences where anomalous behavior occurs, distinguishing itself from general anomaly detection by focusing on the exact spatial-temporal delineation of anomalies rather than mere detection or classification.

442

Publications

31.2K

Citations

1.5K

Authors

559

Institutions

Publications per year

2017–2026

291

Parents

Publications

442

Anomaly detection in crowded scenes

Vijay Mahadevan, Weixin Li, Viral Bhalodia et al. · 2010 · 1.5K citations

, , +15

Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding

2018 · 1.4K citations · Full text

, , +16

Anomaly Detection and Localization in Crowded Scenes

Weixin Li, Vijay Mahadevan, Nuno Vasconcelos · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 1K citations

, , +14

DRÆM – A discriminatively trained reconstruction embedding for surface anomaly detection

Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 873 citations

, , +8

CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows

Denis Gudovskiy, Shun Ishizaka, Kazuki Kozuka · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 551 citations

, , +15

1–5 of 442

Authors

1.5K

  1. MS
    Mohammad Sabokrou

    Institute for Research in Fundamental Sciences, Iran

    6 publications · 893 citations

    6

    h-index

  2. MF
    Mahmood Fathy

    Iran University of Science and Technology, Iran

    6 publications · 893 citations

    6

    h-index

  3. RK
    Reinhard Klette

    University of Auckland, New Zealand

    5 publications · 696 citations

    5

    h-index

  4. YC
    Yie‐Tarng Chen

    National Taiwan University of Science and Technology, Taiwan

    4 publications · 387 citations

    4

    h-index

  5. WF
    Wen‐Hsien Fang

    National Taiwan University of Science and Technology, Taiwan

    4 publications · 387 citations

    4

    h-index

1–5 of 1.5K

Institutions

559

  1. Shanghai Jiao Tong University

    Shanghai, China

    12 h-index

    53 publications

    3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    26 publications

    1.5K citations

  3. China University of Geosciences

    Wuhan, China

    9 h-index

    26 publications

    1.2K citations

  4. Tsinghua University

    Beijing, China

    8 h-index

    30 publications

    1.7K citations

  5. National University of Defense Technology

    Changsha, China

    8 h-index

    22 publications

    1.7K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    14 publications

    622 citations

  7. Central South University

    Changsha, China

    6 h-index

    22 publications

    460 citations

  8. Rutgers, The State University of New Jersey

    New Brunswick, United States

    6 h-index

    14 publications

    1.3K citations

1–8 of 559

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 981 citations

    16

    h-index

  2. Neurocomputing

    16 publications · 696 citations

    14

    h-index

  3. Expert Systems with Applications

    10 publications · 385 citations

    10

    h-index

  4. Multimedia Tools and Applications

    10 publications · 346 citations

    10

    h-index

  5. IEEE Access

    10 publications · 784 citations

    9

    h-index

1–5