MTD-Net: Learning to Detect Deepfakes Images by Multi-Scale Texture Difference.
Jiachen YangAiyun LiShuai XiaoWen LuXinbo GaoPublished in: IEEE Trans. Inf. Forensics Secur. (2021)
Keyphrases
- multiscale
- edge detection
- learning process
- multiple scales
- input image
- learning algorithm
- image data
- image features
- image classification
- image database
- image registration
- original images
- image decomposition
- image structure
- three dimensional
- texture discrimination
- extracted from images
- texture information
- coarse to fine
- detection method
- image regions
- spatial information
- computer graphics
- visual features
- scale space
- multiresolution
- texture mapping
- image analysis
- captured images
- object recognition
- image composition
- feature extraction