Regeneration Based Training-free Attribution of Fake Images Generated by Text-to-Image Generative Models.
Meiling LiZhenxing QianXinpeng ZhangPublished in: CoRR (2024)
Keyphrases
- input image
- generative model
- image features
- image collections
- test images
- visual patterns
- image classification
- image retrieval
- web images
- segmentation method
- image set
- object parts
- image regions
- feature points
- natural images
- image matching
- segmentation algorithm
- image statistics
- image content
- object categories
- image annotation
- prior knowledge
- discriminative learning
- discriminatively trained
- keypoints
- image representation
- bounding box
- spatial information
- visual similarity
- similarity measure
- object recognition
- training set
- probabilistic model
- em algorithm
- object classes
- visual features
- superpixels
- object class
- information retrieval
- discriminative models
- high resolution
- feature vectors
- object detectors
- training examples
- topic models
- conditional random fields
- image processing
- computer vision