1 citations · 1 across the 3 of their papers we have counts for
4 papers
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture
Jun Wang, Omran Alamayreh, Benedetta Tondi +1
Classification of AI-manipulated content is receiving great attention, for distinguishing different types of manipulations. Most of the methods developed so far fail in the open-se…
Which country is this picture from? New data and methods for DNN-based country recognition
Omran Alamayreh, Giovanna Maria Dimitri, Jun Wang +2
Recognizing the country where a picture has been taken has many potential applications, such as identification of fake news and prevention of disinformation campaigns. Previous wor…
An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities
Jun Wang, Omran Alamayreh, Benedetta Tondi +1
In this paper, we address a new image forensics task, namely the detection of fake flood images generated by ClimateGAN architecture. We do so by proposing a hybrid deep learning a…
Detection of GAN-synthesized street videos
Omran Alamayreh, Mauro Barni
Research on the detection of AI-generated videos has focused almost exclusively on face videos, usually referred to as deepfakes. Manipulations like face swapping, face reenactment…