Incremental learning for the detection and classification of GAN-generated images.

Francesco Marra Cristiano Saltori Giulia Boato Luisa Verdoliva

Published in: WIFS (2019)

Keyphrases

incremental learning
image classification
incremental learning algorithm
detection rate
input image
supervised learning
image features
image registration
fuzzy artmap
image analysis
detection algorithm
object recognition
principal components
similarity measure
discriminative classifiers
edge detection
object detection
classification accuracy
learning process
image retrieval
feature space
feature extraction
false positives
classification algorithm
feature vectors
skin lesion
batch learning
mammogram images