Concepedia

Reconstruction Error Analysis

Reconstruction Error Analysis is a methodological framework within Reconstruction Theory that quantifies the discrepancy between original and reconstructed data representations to evaluate the fidelity and effectiveness of reconstruction processes.

915

Publications

52.4K

Citations

2.9K

Authors

953

Institutions

Publications per year

2017–2026

346

Parents

Publications

915

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le et al. · 2019 · 1.7K citations

, , +14

Future Frame Prediction for Anomaly Detection - A New Baseline

Wen Liu, Weixin Luo, Dongze Lian et al. · 2018 · 1.4K citations

, , +15

Linear Regression for Face Recognition

Imran Naseem, Roberto Togneri, Mohammed Bennamoun · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 1K citations

, , +15

Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria

Tuomas Virtanen · IEEE Transactions on Audio Speech and Language Processing · 2007 · 1K citations

, , +12

Automatic Age Estimation Based on Facial Aging Patterns

Xin Geng, Zhi‐Hua Zhou, Kate Smith‐Miles · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 973 citations

, , +9

1–5 of 915

Authors

2.9K

  1. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    12 publications · 478 citations

    11

    h-index

  2. YC
    Yonina C. Eldar

    Technion – Israel Institute of Technology, Israel

    6 publications · 224 citations

    6

    h-index

  3. RG
    Richard G. Baraniuk

    Rice University, United States

    5 publications · 841 citations

    5

    h-index

  4. XL
    Xuelong Li

    Xi'an Institute of Optics and Precision Mechanics, China

    5 publications · 195 citations

    5

    h-index

  5. DT
    Dacheng Tao

    The University of Sydney, Australia

    5 publications · 330 citations

    5

    h-index

1–5 of 2.9K

Institutions

953

  1. Massachusetts Institute of Technology

    Cambridge, United States

    17 h-index

    33 publications

    1.9K citations

  2. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    61 publications

    3.6K citations

  3. Stanford University

    Stanford, United States

    12 h-index

    29 publications

    1.2K citations

  4. Northwestern Polytechnical University

    Xi'an, China

    12 h-index

    36 publications

    1.1K citations

  5. Harbin Institute of Technology

    Harbin, China

    11 h-index

    35 publications

    1.2K citations

  6. University of California, Berkeley

    Berkeley, United States

    11 h-index

    20 publications

    3.1K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    21 publications

    1.1K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    26 publications

    718 citations

1–8 of 953

Venues

  1. arXiv (Cornell University)

    Repository · 57 publications · 2.7K citations

    25

    h-index

  2. IEEE Transactions on Signal Processing

    29 publications · 1.9K citations

    22

    h-index

  3. IEEE Transactions on Image Processing

    22 publications · 1.1K citations

    19

    h-index

  4. 17

    h-index

  5. Magnetic Resonance in Medicine

    MRM · 14 publications · 762 citations

    13

    h-index

1–5