| Title |
Deep learning for image forgery detection: a comparative tudy with ELA preprocessing |
| Translation of Title |
Gilusis mokymasis vaizdų klastojimo aptikimui: lyginamasis tyrimas su ELA išankstiniu apdorojimu. |
| Authors |
Saab, Nathalie |
| Full Text |
|
| Pages |
56 |
| Keywords [eng] |
deep-learning ; image forgery detection ; CNN |
| Abstract [eng] |
This research aims to design, implement, and evaluate a deep-learning-based forgery detection pipeline through the combination of error level analysis, transfer learning, feature refinement, and explainable techniques while balancing detection accuracy and computational efficiency. |
| Dissertation Institution |
Kauno technologijos universitetas. |
| Type |
Master thesis |
| Language |
English |
| Publication date |
2026 |
