Adversarial Magnification to Deceive Deepfake Detection through Super Resolution.
Davide Alessandro CoccominiRoberto CaldelliGiuseppe AmatoFabrizio FalchiClaudio GennaroPublished in: CoRR (2024)
Keyphrases
- super resolution
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- high quality
- high resolution images
- image super resolution
- motion estimation
- super resolved
- image resolution
- resolution enhancement
- adaptive regularization
- multi frame
- super resolution reconstruction
- single frame
- motion blur
- single image super resolution
- video super resolution
- depth map
- object detection
- light field
- image patches
- remote sensing
- spatial resolution
- back projection
- detection method
- markov random field
- input image
- feature vectors
- feature space
- image processing