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Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection

Nov 16, 2020
Luca Bondi, Edoardo Daniele Cannas, Paolo Bestagini, Stefano Tubaro


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Video Face Manipulation Detection Through Ensemble of CNNs

Apr 16, 2020
Nicolò Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro


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An In-Depth Study on Open-Set Camera Model Identification

Apr 11, 2019
Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha

* soon will be submitted to a journal 

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A Counter-Forensic Method for CNN-Based Camera Model Identification

May 06, 2018
David Güera, Yu Wang, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Edward J. Delp

* Presented at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Media Forensics 

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First Steps Toward Camera Model Identification with Convolutional Neural Networks

Sep 26, 2017
Luca Bondi, Luca Baroffio, David Güera, Paolo Bestagini, Edward J. Delp, Stefano Tubaro


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Reduced Memory Region Based Deep Convolutional Neural Network Detection

Sep 08, 2016
Denis Tome', Luca Bondi, Emanuele Plebani, Luca Baroffio, Danilo Pau, Stefano Tubaro

* 2016 IEEE 6th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) 
* IEEE 2016 ICCE-Berlin 

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Deep convolutional neural networks for pedestrian detection

Mar 07, 2016
Denis Tomè, Federico Monti, Luca Baroffio, Luca Bondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to Elsevier Signal Processing: Image Communication special Issue on Deep Learning 

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