Abstract
The deliberate manipulation of public opinion, especially through altered images, which are frequently disseminated through online social networks, poses a significant danger to society. To fight this issue on a technical level we support the research community by releasing the Digital Forensics 2023 (DF2023) training and validation dataset, comprising one million images from four major forgery categories: splicing, copy-move, enhancement and removal. This dataset enables objective comparison of network architectures and significantly reduces researchers’ time effort for preparing datasets.
| Original language | English |
|---|---|
| Title of host publication | DF2023: The Digital Forensics 2023 Dataset for Image Forgery Detection |
| Editors | Peter Corcoran |
| Place of Publication | https://iprcs.github.io/pdf/IMVIP2023_Proceeding.pdf |
| Pages | 128-135 |
| Number of pages | 8 |
| Publication status | Published - 2023 |
| Event | 25th Irish Machine Vision and Image Processing Conference - Galway, Ireland, Galway, Ireland Duration: 30 Aug 2023 → 1 Sept 2023 https://www.universityofgalway.ie/c3i/news-&-events/imvip_2023/ |
Conference
| Conference | 25th Irish Machine Vision and Image Processing Conference |
|---|---|
| Abbreviated title | IMVIP 2023 |
| Country/Territory | Ireland |
| City | Galway |
| Period | 30/08/23 → 1/09/23 |
| Internet address |
Research Field
- Computer Vision
Keywords
- Computer Vision