Concepedia

Image-based Augmentation

Image-Based Augmentation is an augmentation technique that modifies or enhances visual content by integrating computer-generated elements directly into real-world images, distinguishing itself from other augmentation methods through its reliance on static or dynamic image data as the primary input for rendering and alignment.

102

Publications

6K

Citations

410

Authors

180

Institutions

Publications per year

2017–2026

97

Parents

Publications

102

GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Maayan Frid-Adar, Idit Diamant, Eyal Klang et al. · Neurocomputing · 2018 · 1.9K citations · Full text

, , +16

Human augmentation: Past, present and future

Roope Raisamo, Ismo Rakkolainen, Päivi Majaranta et al. · International Journal of Human-Computer Studies · 2019 · 227 citations

, , +4

Data Augmentation for Recognition of Handwritten Words and Lines Using a CNN-LSTM Network

Curtis Wigington, Seth Stewart, Brian Davis et al. · 2017 · 175 citations

, , +15

Three critical factors affecting automated image species recognition performance for camera traps

Stefan Schneider, Saul Greenberg, Graham W. Taylor et al. · Ecology and Evolution · 2020 · 157 citations · Full text

, , +14

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection

Changhee Han, Yoshiro Kitamura, Akira Kudo et al. · 2019 · 147 citations

, , +14

1–5 of 102

Authors

410

  1. SW
    Seunghyeon Wang

    Hanyang University, South Korea

    2 publications · 64 citations

    3

    h-index

  2. YL
    Yuanzhong Li

    Fujifilm (Japan), Japan

    2 publications · 167 citations

    2

    h-index

  3. AB
    Augustin Braun

    Stanford University, United States

    2 publications · 53 citations

    2

    h-index

  4. IO
    Ivan Oseledets

    Skolkovo Institute of Science and Technology, Russia

    2 publications · 45 citations

    2

    h-index

  5. HW
    Hayley Weir

    Stanford University, United States

    2 publications · 53 citations

    2

    h-index

1–5 of 410

Institutions

180

  1. SRM University

    Sonīpat, India

    3 h-index

    3 publications

    60 citations

  2. The University of Tokyo

    Tokyo, Japan

    3 h-index

    7 publications

    394 citations

  3. Skolkovo Institute of Science and Technology

    Skolkovo, Russia

    3 h-index

    16 publications

    331 citations

  4. Bar-Ilan University

    Ramat Gan, Israel

    2 h-index

    1 publications

    1.9K citations

  5. Fujifilm (Japan)

    Tokyo, Japan

    2 h-index

    8 publications

    668 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    3 publications

    314 citations

  7. Stanford University

    Stanford, United States

    2 h-index

    12 publications

    318 citations

  8. Juntendo University

    Tokyo, Japan

    2 h-index

    2 publications

    167 citations

1–8 of 180

Venues

  1. IEEE Access

    6 publications · 286 citations

    6

    h-index

  2. Applied Sciences

    4 publications · 179 citations

    5

    h-index

  3. Electronics

    4 publications · 92 citations

    4

    h-index

  4. Sensors

    3 publications · 75 citations

    3

    h-index

  5. Computers & Geosciences

    CAGEO · 2 publications · 129 citations

    2

    h-index

1–5