Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.
Davide Alessandro CoccominiRoberto CaldelliFabrizio FalchiClaudio GennaroGiuseppe AmatoPublished in: MAD@ICMR (2022)
Keyphrases
- image analysis
- multiscale
- input image
- image content
- image data
- copy move forgery
- image features
- image segmentation
- image retrieval
- template matching
- edge detection
- computer vision
- forgery detection
- hough transform
- image representation
- real time
- digital images
- test images
- segmentation method
- single image
- vision system
- image classification
- image matching
- object detection
- feature points
- lighting conditions
- image structure
- pixel values
- low level vision
- ridgelet transform
- image processing
- spot detection
- bit rate