Search Results for author: Giulia Boato

Found 6 papers, 3 papers with code

Dynamic texture analysis for detecting fake faces in video sequences

no code implementations30 Jul 2020 Mattia Bonomi, Cecilia Pasquini, Giulia Boato

The creation of manipulated multimedia content involving human characters has reached in the last years unprecedented realism, calling for automated techniques to expose synthetically generated faces in images and videos.

Texture Classification

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

1 code implementation3 Oct 2019 Francesco Marra, Cristiano Saltori, Giulia Boato, Luisa Verdoliva

Current developments in computer vision and deep learning allow to automatically generate hyper-realistic images, hardly distinguishable from real ones.

Face Generation General Classification +1

Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint

1 code implementation18 Oct 2018 Quoc-Tin Phan, Giulia Boato, Francesco G. B. De Natale

In this paper, we propose an accurate clustering framework, which exploits linear dependencies among SPNs in their intrinsic vector subspaces.

Clustering Image Clustering

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