Concepedia

Image Normalization

Image Normalization is a preprocessing technique in image feature engineering that standardizes pixel intensity values across an image dataset by adjusting them to a common scale or distribution, thereby reducing intra- and inter-image variability while preserving essential structural information.

345

Publications

31.7K

Citations

1.2K

Authors

508

Institutions

Publications per year

2017–2026

120

Parents

Publications

345

Instance Normalization: The Missing Ingredient for Fast Stylization

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky · arXiv (Cornell University) · 2016 · 3.1K citations · Full text

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Spectral Normalization for Generative Adversarial Networks

Takeru Miyato, Toshiki Kataoka, Masanori Koyama et al. · arXiv (Cornell University) · 2018 · 2.3K citations · Full text

, , +10

Spectral Normalization for Generative Adversarial Networks

Takeru Miyato, Toshiki Kataoka, Masanori Koyama et al. · arXiv (Cornell University) · 2018 · 1.8K citations · Full text

, , +10

Fast Normalized Cross-Correlation

Jae-Chern Yoo, Tae Hee Han · Circuits Systems and Signal Processing · 2009 · 1.1K citations

, , +14

Spatial Normalization of Brain Images with Focal Lesions Using Cost Function Masking

Matthew Brett, Alexander Leff, Chris Rorden et al. · NeuroImage · 2001 · 932 citations

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1–5 of 345

Authors

1.2K

  1. AK
    Ajay Kumar

    Hong Kong Polytechnic University, Hong Kong SAR China

    6 publications · 481 citations

    6

    h-index

  2. CP
    Christos P. Loizou

    University of Cyprus, Cyprus

    5 publications · 251 citations

    5

    h-index

  3. CS
    Constantinos S. Pattichis

    University of Cyprus, Cyprus

    5 publications · 251 citations

    5

    h-index

  4. MP
    M. Pantziaris

    Cyprus Institute of Neurology and Genetics, Cyprus

    4 publications · 189 citations

    4

    h-index

  5. HM
    Hazem M. El‐Bakry

    Mansoura University, Egypt

    4 publications · 129 citations

    4

    h-index

1–5 of 1.2K

Institutions

508

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    7 h-index

    9 publications

    552 citations

  2. Cyprus Institute of Neurology and Genetics

    Nicosia, Cyprus

    5 h-index

    5 publications

    304 citations

  3. Wuhan University

    Wuhan, China

    5 h-index

    13 publications

    595 citations

  4. University of Pennsylvania

    Philadelphia, United States

    5 h-index

    12 publications

    1.9K citations

  5. Intercollege

    Nicosia, Cyprus

    5 h-index

    5 publications

    251 citations

  6. University of Cyprus

    Nicosia, Cyprus

    5 h-index

    7 publications

    339 citations

  7. Johns Hopkins University

    Baltimore, United States

    5 h-index

    14 publications

    2.8K citations

  8. Heidelberg University

    Heidelberg, Germany

    4 h-index

    19 publications

    967 citations

1–8 of 508

Venues

  1. 11

    h-index

  2. IEEE Transactions on Image Processing

    9 publications · 1.5K citations

    9

    h-index

  3. International Journal of Remote Sensing

    7 publications · 204 citations

    7

    h-index

  4. arXiv (Cornell University)

    Repository · 6 publications · 7.3K citations

    6

    h-index

  5. NeuroImage

    6 publications · 1.4K citations

    6

    h-index

1–5