Concepedia

Image Dataset Management

Image Dataset Management is a systematic framework within image data management that specifically governs the organization, curation, annotation, storage, versioning, and retrieval of image datasets to ensure data quality, accessibility, and reproducibility in computational research.

52

Publications

8.9K

Citations

250

Authors

106

Institutions

Publications per year

2017–2026

33

Parents

Publications

52

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Kashif Rasul, Roland Vollgraf · arXiv (Cornell University) · 2017 · 6.1K citations · Full text

, , +10

CATMAID: collaborative annotation toolkit for massive amounts of image data

Stephan Saalfeld, Albert Cardona, Volker Hartenstein et al. · Bioinformatics · 2009 · 440 citations · Full text

, , +17

VISION: a video and image dataset for source identification

Dasara Shullani, Marco Fontani, Massimo Iuliani et al. · EURASIP Journal on Information Security · 2017 · 276 citations · Full text

, , +13

Medical Image Data and Datasets in the Era of Machine Learning—Whitepaper from the 2016 C-MIMI Meeting Dataset Session

Marc Kohli, Ronald M. Summers, J. Raymond Geis · Journal of Digital Imaging · 2017 · 197 citations · Full text

, , +16

CINIC-10 is not ImageNet or CIFAR-10

Luke Nicholas Darlow, Elliot J. Crowley, Antreas Antoniou et al. · arXiv (Cornell University) · 2018 · 168 citations · Full text

, , +14

1–5 of 52

Authors

250

  1. MP
    Michael P. Milham

    Child Mind Institute, United States

    2 publications · 42 citations

    2

    h-index

  2. KM
    Kristin Murtha

    University of Pennsylvania, United States

    2 publications · 42 citations

    2

    h-index

  3. SR
    Sabine Reither

    European Molecular Biology Organization, Germany

    2 publications · 35 citations

    2

    h-index

  4. AA
    Aaron Alexander‐Bloch

    University of Pennsylvania, United States

    2 publications · 42 citations

    2

    h-index

  5. CH
    Christian Haselgrove

    Massachusetts General Hospital, United States

    2 publications · 103 citations

    2

    h-index

1–5 of 250

Institutions

106

  1. Stony Brook University

    Stony Brook, United States

    3 h-index

    4 publications

    174 citations

  2. Child Mind Institute

    New York, United States

    2 h-index

    4 publications

    84 citations

  3. European Molecular Biology Organization

    Heidelberg, Germany

    2 h-index

    8 publications

    140 citations

  4. Lund University

    Lund, Sweden

    2 h-index

    2 publications

    35 citations

  5. Emory University

    Atlanta, United States

    2 h-index

    2 publications

    85 citations

  6. Children's Hospital of Philadelphia

    Philadelphia, United States

    2 h-index

    27 publications

    558 citations

  7. Heidelberg University

    Heidelberg, Germany

    2 h-index

    2 publications

    35 citations

  8. Penn Center for AIDS Research

    Philadelphia, United States

    2 h-index

    4 publications

    84 citations

1–8 of 106

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 6.6K citations

    8

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 22 citations

    2

    h-index

  3. Image and Vision Computing

    2 publications · 102 citations

    2

    h-index

  4. Automation in Construction

    2 publications · 90 citations

    2

    h-index

  5. Bioinformatics

    2 publications · 465 citations

    2

    h-index

1–5