TVN: Detect Deepfakes Images using Texture Variation Network.
Haseena SikkandarSaroja SubbarajShri Dharshini DNivetha A.Published in: Inteligencia Artif. (2023)
Keyphrases
- input image
- original images
- image database
- image analysis
- texture information
- image data
- three dimensional
- image features
- intensity variations
- visual appearance
- gabor filters
- feature points
- image composition
- extracted from images
- gradient information
- test images
- image statistics
- multi band
- texture mapping
- image retrieval
- object recognition
- detection method
- image decomposition
- image regions
- spatial frequency
- image registration
- video sequences
- sample images
- image texture
- complex background
- texture classification
- image structure
- image collections
- network structure
- computer graphics
- color features
- image set
- texture features
- segmentation algorithm
- visual features
- texture patterns
- image classification
- edge detection
- synthesized images
- high resolution aerial images