Robust Image Deepfake Detection with Perceptual Hashing.
Chun-Shien LuChao-Hsuan LinPublished in: ICISSP (2024)
Keyphrases
- partial occlusion
- image data
- image content
- single image
- image analysis
- image noise
- geometric distortions
- multiscale
- cluttered background
- image classification
- input image
- low level
- image retrieval
- image features
- segmentation method
- perceptual quality
- test images
- detection method
- image regions
- image representation
- high resolution
- hough transform
- segmentation algorithm
- pixel values
- bounding box
- visual perception
- perceptual grouping
- feature points
- image quality
- contour extraction
- image processing
- edge detection
- accurate localization