1 code implementation • 4 Mar 2022 • Sara Mandelli, Nicolò Bonettini, Paolo Bestagini, Stefano Tubaro
For this reason, detecting if an image is an actual photograph or has been synthetically generated is becoming an urgent necessity.
no code implementations • 7 Jan 2022 • Edoardo Daniele Cannas, Nicolò Bonettini, Sara Mandelli, Paolo Bestagini, Stefano Tubaro
Synthetic Aperture Radar (SAR) images are a valuable asset for a wide variety of tasks.
no code implementations • 25 Sep 2020 • Sara Mandelli, Nicolò Bonettini, Paolo Bestagini, Stefano Tubaro
In this work, we focus on the effect that JPEG has on CNN training considering different computer vision and forensic image classification problems.
1 code implementation • 16 Apr 2020 • Nicolò Bonettini, Paolo Bestagini, Simone Milani, Stefano Tubaro
The advent of Generative Adversarial Network (GAN) architectures has given anyone the ability of generating incredibly realistic synthetic imagery.
2 code implementations • 16 Apr 2020 • Nicolò Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro
In this paper, we tackle the problem of face manipulation detection in video sequences targeting modern facial manipulation techniques.
Ranked #1 on DeepFake Detection on FaceForensics++ (using extra training data)