39 citations · 43 across the 11 of their papers we have counts for
4 papers · 1 filter
Enhancing Visual Sentiment Analysis via Semiotic Isotopy-Guided Dataset Construction
Marco Blanchini, Giovanna Maria Dimitri, Benedetta Tondi +2
Visual Sentiment Analysis (VSA) is a challenging task due to the vast diversity of emotionally salient images and the inherent difficulty of acquiring sufficient data to capture th…
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks
Luca Bergamin, Giovanna Maria Dimitri, Fabio Aiolli
Semantic segmentation is a fundamental task in medical image analysis, aiding medical decision-making by helping radiologists distinguish objects in an image. Research in this fiel…
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images
Lydia Abady, Giovanna Maria Dimitri, Mauro Barni
The highly realistic image quality achieved by current image generative models has many academic and industrial applications. To limit the use of such models to benign applications…
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…