Robustness of AI Models to Synthetic Data in Color Image Classification: A Comparative Analysis

Marina Barulina, Sergey Okunkov, Ivan Ulitin

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DOI: 10.3390/jimaging12100502
Published: 2026-10-10
Container: Journal of Imaging
Publisher: MDPI AG
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3390/jimaging12100502,
  title = {Robustness of AI Models to Synthetic Data in Color Image Classification: A Comparative Analysis},
  author = {Marina Barulina and Sergey Okunkov and Ivan Ulitin},
  year = {2026},
  journal = {Journal of Imaging},
  doi = {10.3390/jimaging12100502},
  url = {https://doi.org/10.3390/jimaging12100502}
}

RIS

TY  - JOUR
TI  - Robustness of AI Models to Synthetic Data in Color Image Classification: A Comparative Analysis
AU  - Marina Barulina
AU  - Sergey Okunkov
AU  - Ivan Ulitin
PY  - 2026
JO  - Journal of Imaging
DO  - 10.3390/jimaging12100502
UR  - https://doi.org/10.3390/jimaging12100502
ER  -

APA

Barulina, M., Okunkov, S., & Ulitin, I. (2026). Robustness of AI Models to Synthetic Data in Color Image Classification: A Comparative Analysis. Journal of Imaging. https://doi.org/10.3390/jimaging12100502

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crossref · retrieved 2026-11-08T17:01:24.694Z