Concepedia

Point Cloud Anomaly Detection

Point Cloud Anomaly Detection is a computational method in point cloud processing that identifies statistically rare or semantically inconsistent points or structures within a 3D point cloud by analyzing local or global geometric deviations from expected spatial patterns.

29

Publications

1.3K

Citations

101

Authors

48

Institutions

Publications per year

2017–2026

16

Parents

Publications

29

Outlier detection and robust normal-curvature estimation in mobile laser scanning 3D point cloud data

Abdul Nurunnabi, Geoff West, David Belton · Pattern Recognition · 2014 · 203 citations · Full text

, , +16

Automatic Clearance Anomaly Detection for Transmission Line Corridors Utilizing UAV-Borne LIDAR Data

Chi Chen, Bisheng Yang, Shuang Song et al. · Remote Sensing · 2018 · 107 citations · Full text

, , +16

Automatic Detection and Classification of Pole-Like Objects in Urban Point Cloud Data Using an Anomaly Detection Algorithm

Borja Rodríguez-Cuenca, Silverio García‐Cortés, Celestino Ordóñez et al. · Remote Sensing · 2015 · 85 citations · Full text

, , +16

Outlier detection in laser scanner point clouds

Soheil Sotoodeh · Repository for Publications and Research Data (ETH Zurich) · 2006 · 85 citations · Full text

, , +16

Complementary pseudo multimodal feature for point cloud anomaly detection

Yunkang Cao, Xiaohao Xu, Weiming Shen · Pattern Recognition · 2024 · 84 citations

, , +14

1–5 of 29

Authors

101

  1. SS
    Soheil Sotoodeh

    ETH Zurich, Switzerland

    2 publications · 110 citations

    2

    h-index

  2. BY
    Bisheng Yang

    Wuhan University, China

    1 publications · 107 citations

    1

    h-index

  3. FM
    Fadel M. Megahed

    Miami University, United States

    1 publications · 57 citations

    1

    h-index

  4. JA
    Javid Akhavan

    Stevens Institute of Technology, United States

    1 publications · 23 citations

    1

    h-index

  5. JV
    Jake Vanderplas

    University of Washington, United States

    1 publications · 77 citations

    1

    h-index

1–5 of 101

Institutions

48

  1. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    118 citations

  2. Tsinghua University

    Beijing, China

    2 h-index

    7 publications

    219 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    261 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    2 publications

    58 citations

  5. ETH Zurich

    Zurich, Switzerland

    2 h-index

    2 publications

    110 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    1 h-index

    2 publications

    168 citations

  7. University of Tehran

    Tehran, Iran

    1 h-index

    1 publications

    12 citations

  8. University of Waterloo

    Waterloo, Canada

    1 h-index

    4 publications

    60 citations

1–8 of 48

Venues

  1. Remote Sensing

    3 publications · 202 citations

    3

    h-index

  2. Repository for Publications and Research Data (ETH Zurich)

    Repository · 2 publications · 110 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 42 citations

    2

    h-index

  4. Pattern Recognition

    2 publications · 287 citations

    2

    h-index

  5. 1

    h-index

1–5