no code implementations • 10 Aug 2023 • Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
The evaluation datasets and metrics for image manipulation detection and localization (IMDL) research have been standardized.
no code implementations • 19 Jul 2022 • Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
Manipulation of biomedical images to misrepresent experimental results has plagued the biomedical community for a while.
1 code implementation • ICCV 2021 • Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
Our results and analysis show that existing algorithms developed on common computer vision datasets are not robust when applied to biomedical images, validating that more research is required to address the unique challenges of biomedical image forensics.
no code implementations • ICCV 2021 • Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
Unlike conventional zero-shot classification, zero-shot semantic segmentation predicts a class label at the pixel level instead of the image level.