Making GAN-Generated Images Difficult To Spot: A New Attack Against Synthetic Image Detectors.
Xinwei ZhaoMatthew C. StammPublished in: CoRR (2021)
Keyphrases
- input image
- image data
- image collections
- image features
- test images
- spot detection
- image pixels
- image retrieval
- high contrast
- image classification
- image analysis
- original images
- image regions
- edge detection
- pixel values
- image set
- microarray images
- region of interest
- image matching
- image content
- sample images
- image processing algorithms
- feature points
- feature detectors
- lighting conditions
- image noise
- grey level
- segmentation method
- image processing operations
- synthesized images
- ccd camera
- normalized correlation
- reference images
- image structure
- image database
- intensity values
- imaging process
- segmentation algorithm
- aerial images
- web images
- digital imaging
- segmented images
- geometric distortions
- image representation
- illumination conditions
- image annotation
- spatial information
- secret image
- set of real images
- contrast enhancement
- natural images
- visual concepts
- gray value
- false matches
- interest point detectors
- multiscale
- scale invariant
- keypoints
- corner detectors
- high resolution
- single image
- computer vision
- object recognition
- image quality
- scale space
- visual features
- binary images
- bounding box
- gaussian noise
- object detectors