DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images.
Orazio PontornoLuca GuarneraSebastiano BattiatoPublished in: CoRR (2024)
Keyphrases
- image features
- original images
- ground truth
- extracting features
- image data
- salient features
- image database
- extracted features
- input image
- test images
- object recognition
- image analysis
- image retrieval
- gabor filters
- image collections
- image statistics
- principal components
- visual appearance
- geometrical features
- keypoints
- image classification
- sample images
- region of interest
- feature set
- edge detection
- image registration
- matching process
- invariant features
- feature representation
- feature matching
- three dimensional
- geometric constraints
- multiple images
- real world
- image regions
- discriminating features
- filtered images
- similarity measure
- image similarity
- real objects
- spatial information
- feature detectors
- image matching
- image set
- spatial relationships
- pixel intensities
- intensity images
- medical images
- multiscale
- feature descriptors
- target object