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DIPPAS: A Deep Image Prior PRNU Anonymization Scheme

Dec 07, 2020
Francesco Picetti, Sara Mandelli, Paolo Bestagini, Vincenzo Lipari, Stefano Tubaro


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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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Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision

Sep 25, 2020
Sara Mandelli, Nicol├▓ Bonettini, Paolo Bestagini, Stefano Tubaro


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FOCAL: A Forgery Localization Framework based on Video Coding Self-Consistency

Sep 04, 2020
Sebastiano Verde, Paolo Bestagini, Simone Milani, Giancarlo Calvagno, Stefano Tubaro


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A Modified Fourier-Mellin Approach for Source Device Identification on Stabilized Videos

May 20, 2020
Sara Mandelli, Fabrizio Argenti, Paolo Bestagini, Massimo Iuliani, Alessandro Piva, Stefano Tubaro


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On the use of Benford's law to detect GAN-generated images

Apr 16, 2020
Nicol├▓ Bonettini, Paolo Bestagini, Simone Milani, Stefano Tubaro


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Video Face Manipulation Detection Through Ensemble of CNNs

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


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CNN-based fast source device identification

Jan 31, 2020
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro


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We Need No Pixels: Video Manipulation Detection Using Stream Descriptors

Jun 20, 2019
David G├╝era, Sriram Baireddy, Paolo Bestagini, Stefano Tubaro, Edward J. Delp

* 7 pages, 6 figures, presented at the ICML 2019 Worksop on Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes 

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

Apr 11, 2019
Pedro Ribeiro Mendes J├║nior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha

* soon will be submitted to a journal 

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Interpolation and Denoising of Seismic Data using Convolutional Neural Networks

Jan 23, 2019
Sara Mandelli, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro


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Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric Data

Oct 02, 2018
Paolo Bestagini, Federico Lombardi, Maurizio Lualdi, Francesco Picetti, Stefano Tubaro

* https://github.com/polimi-ispl/landmine_detection_autoencoder 

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

May 06, 2018
David G├╝era, 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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Reliability Map Estimation For CNN-Based Camera Model Attribution

May 04, 2018
David G├╝era, Sri Kalyan Yarlagadda, Paolo Bestagini, Fengqing Zhu, Stefano Tubaro, Edward J. Delp

* Presented at the IEEE Winter Conference on Applications of Computer Vision (WACV18) 

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Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier

Feb 13, 2018
Sri Kalyan Yarlagadda, David G├╝era, Paolo Bestagini, Fengqing Maggie Zhu, Stefano Tubaro, Edward J. Delp

* Presented at the IS&T International Symposium on Electronic Imaging (EI) 

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First Steps Toward Camera Model Identification with Convolutional Neural Networks

Sep 26, 2017
Luca Bondi, Luca Baroffio, David G├╝era, 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 Tom├Ę, 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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Hybrid coding of visual content and local image features

Feb 27, 2015
Luca Baroffio, Matteo Cesana, Alessandro Redondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to IEEE International Conference on Image Processing 

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Coding local and global binary visual features extracted from video sequences

Feb 26, 2015
Luca Baroffio, Antonio Canclini, Matteo Cesana, Alessandro Redondi, Marco Tagliasacchi, Stefano Tubaro

* submitted to IEEE Transactions on Image Processing 

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