Concepedia

Noisy Image Recognition

Noisy Image Recognition is a computational framework within optical character recognition that specifically addresses the challenge of accurately identifying text in images degraded by noise, distinguishing itself from general text recognition methods by its focus on preprocessing, robust feature extraction, and noise-invariant modeling to restore or interpret text in low-quality visual inputs.

310

Publications

20.9K

Citations

888

Authors

361

Institutions

Publications per year

2017–2026

103

Parents

Publications

310

An introduction to computing with neural nets

Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations

, , +16

Text Detection and Recognition in Imagery: A Survey

Qixiang Ye, David Doermann · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 796 citations

, , +17

Handwritten digit recognition: benchmarking of state-of-the-art techniques

Cheng‐Lin Liu, Kazuki Nakashima, Hiroshi Sako et al. · Pattern Recognition · 2003 · 545 citations

, , +13

An introduction to computing with neural nets

Richard P. Lippmann · ACM SIGARCH Computer Architecture News · 1988 · 534 citations

, , +16

Image classification with deep learning in the presence of noisy labels: A survey

Görkem Algan, İlkay Ulusoy · Knowledge-Based Systems · 2021 · 336 citations · Full text

, , +15

1–5 of 310

Authors

888

  1. DD
    David Doermann

    University of Maryland, College Park, United States

    7 publications · 1.1K citations

    7

    h-index

  2. HL
    Huiping Li

    University of Maryland, College Park, United States

    4 publications · 245 citations

    4

    h-index

  3. VG
    Venu Govindaraju

    University at Buffalo, State University of New York, United States

    4 publications · 60 citations

    4

    h-index

  4. HS
    Huazhong Shu

    Southeast University, China

    3 publications · 171 citations

    3

    h-index

  5. VK
    Vitaly Kober

    Centro de Investigación Científica y de Educación Superior de Ensenada, Mexico

    3 publications · 60 citations

    3

    h-index

1–5 of 888

Institutions

361

  1. University of Maryland, College Park

    College Park, United States

    8 h-index

    17 publications

    1.6K citations

  2. University of Massachusetts Amherst

    Amherst Center, United States

    5 h-index

    11 publications

    292 citations

  3. Centro de Investigación Científica y de Educación Superior de Ensenada

    Ensenada, Mexico

    5 h-index

    7 publications

    141 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    7 publications

    367 citations

  5. Concordia University

    Montreal, Canada

    4 h-index

    8 publications

    108 citations

  6. University at Buffalo, State University of New York

    Buffalo, United States

    4 h-index

    8 publications

    148 citations

  7. Tsinghua University

    Beijing, China

    4 h-index

    9 publications

    1.1K citations

  8. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    398 citations

1–8 of 361

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 11 publications · 1.6K citations

    11

    h-index

  2. Pattern Recognition

    9 publications · 978 citations

    9

    h-index

  3. IEEE Transactions on Image Processing

    7 publications · 451 citations

    7

    h-index

  4. arXiv (Cornell University)

    Repository · 7 publications · 174 citations

    7

    h-index

  5. IEEE Access

    6 publications · 153 citations

    6

    h-index

1–5