Discovering Transferable Forensic Features for CNN-Generated Images Detection.
Keshigeyan ChandrasegaranNgoc-Trung TranAlexander BinderNgai-Man CheungPublished in: ECCV (15) (2022)
Keyphrases
- image features
- original images
- salient features
- image database
- extracting features
- test images
- detection rate
- false positives
- image data
- input image
- feature matching
- image retrieval
- extracted features
- image regions
- image set
- gabor filters
- image analysis
- texture and shape features
- automatically segmented
- feature extraction
- spatial information
- three dimensional
- feature space
- image registration
- image matching
- object detection
- image classification
- spatial relationships
- region of interest
- keypoints
- color histogram
- detection algorithm
- complex background
- object recognition
- segmentation algorithm
- fractal dimension
- edge detection
- lighting conditions
- object detectors
- feature vectors
- traffic signs
- discriminative classifiers
- sample images