Incremental learning for the detection and classification of GAN-generated images.
Francesco MarraCristiano SaltoriGiulia BoatoLuisa VerdolivaPublished in: CoRR (2019)
Keyphrases
- incremental learning
- detection rate
- image classification
- input image
- fuzzy artmap
- image analysis
- supervised learning
- semi supervised
- learning process
- detection algorithm
- image features
- incremental learning algorithm
- text localization and recognition
- image annotation
- decision trees
- unlabeled samples
- mammogram images
- image registration
- support vector machine
- classification accuracy
- support vector
- false positives
- image retrieval
- discriminative classifiers
- object recognition
- edge detection
- text classification
- binary images
- classification algorithm
- feature vectors
- batch mode
- feature space
- neural network