Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets.
Patrick GrommeltLouis WeissFranz-Josef PfreundtJanis KeuperPublished in: CoRR (2024)
Keyphrases
- single image
- image data
- image features
- input image
- multiscale
- image content
- image classification
- image regions
- image representation
- pixel values
- forgery detection
- coded images
- segmentation method
- image coding
- object recognition
- image compression
- image segmentation
- edge detection
- watermarking technique
- jpeg images
- progressive transmission
- million images
- file size
- high resolution
- compression ratio
- bounding box
- image quality assessment
- denoising