Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.
Davide Alessandro CoccominiRoberto CaldelliFabrizio FalchiClaudio GennaroGiuseppe AmatoPublished in: CoRR (2022)
Keyphrases
- image analysis
- digital images
- image features
- input image
- single image
- copy move forgery
- forgery detection
- image collections
- image retrieval
- image data
- computer vision
- low level vision
- image content
- segmentation method
- image classification
- similarity measure
- image segmentation
- edge detection
- template matching
- image processing
- object detection
- detection method
- high resolution
- multiscale
- image pixels
- jpeg compression
- low level image processing
- real time