Concepedia

Document Image Preprocessing

Document Image Preprocessing is a methodological step in document analysis that involves the application of image enhancement and restoration techniques to raw document images in order to improve their quality and prepare them for subsequent analysis tasks such as layout analysis, text recognition, or information extraction.

306

Publications

12.8K

Citations

685

Authors

266

Institutions

Publications per year

2017–2026

54

Parents

Publications

306

Twenty years of document image analysis in PAMI

George Nagy · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 497 citations

, , +12

Evaluation of binarization methods for document images

Torfinn Taxt · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1995 · 386 citations

, , +14

ICDAR 2009 Document Image Binarization Contest (DIBCO 2009)

Basilis Gatos, Konstantinos Ntirogiannis, Ioannis Pratikakis · 2009 · 300 citations · Full text

, , +12

<title>Efficient implementation of local adaptive thresholding techniques using integral images</title>

Faisal Shafait, Daniel Keysers, Thomas M. Breuel · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2007 · 280 citations

, , +12

Adaptive document binarization

J. Sauvola, Tapio Seppänen, S. Haapakoski et al. · 2002 · 261 citations

, , +15

1–5 of 306

Authors

685

  1. BG
    Basilis Gatos

    National Centre of Scientific Research "Demokritos", Greece

    12 publications · 929 citations

    11

    h-index

  2. RD
    Rafael Dueire Lins

    Universidade Federal de Pernambuco, Brazil

    11 publications · 223 citations

    10

    h-index

  3. MC
    Mohamed Cheriet

    École de Technologie Supérieure, Canada

    9 publications · 576 citations

    9

    h-index

  4. IP
    Ioannis Pratikakis

    Democritus University of Thrace, Greece

    8 publications · 847 citations

    8

    h-index

  5. RF
    Reza Farrahi Moghaddam

    École de Technologie Supérieure, Canada

    7 publications · 442 citations

    7

    h-index

1–5 of 685

Institutions

266

  1. École de Technologie Supérieure

    Montreal, Canada

    12 h-index

    29 publications

    1.5K citations

  2. National University of Singapore

    Singapore, Singapore

    12 h-index

    42 publications

    1.7K citations

  3. National Centre of Scientific Research "Demokritos"

    Athens, Greece

    11 h-index

    35 publications

    2.7K citations

  4. Democritus University of Thrace

    Komotini, Greece

    11 h-index

    24 publications

    1.4K citations

  5. Universidade Federal de Pernambuco

    Recife, Brazil

    10 h-index

    30 publications

    687 citations

  6. Institute of Informatics & Telecommunications

    Agia Paraskevi, Greece

    9 h-index

    26 publications

    2.4K citations

  7. University at Buffalo, State University of New York

    Buffalo, United States

    8 h-index

    16 publications

    893 citations

  8. German Research Centre for Artificial Intelligence

    Kaiserslautern, Germany

    7 h-index

    10 publications

    989 citations

1–8 of 266

Venues

  1. Pattern Recognition

    22 publications · 1.7K citations

    18

    h-index

  2. 15

    h-index

  3. Pattern Recognition Letters

    10 publications · 469 citations

    10

    h-index

  4. 10

    h-index

  5. 6

    h-index

1–5