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Deepfakes Detection with Automatic Face Weighting

May 04, 2020
Daniel Mas Montserrat, Hanxiang Hao, S. K. Yarlagadda, Sriram Baireddy, Ruiting Shao, János Horváth, Emily Bartusiak, Justin Yang, David Güera, Fengqing Zhu, Edward J. Delp


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Learning eating environments through scene clustering

Nov 10, 2019
Sri Kalyan Yarlagadda, Sriram Baireddy, David Güera, Carol J. Boushey, Deborah A. Kerr, Fengqing Zhu


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A Utility-Preserving GAN for Face Obscuration

Jun 27, 2019
Hanxiang Hao, David Güera, Amy R. Reibman, Edward J. Delp

* 6 pages, 5 figures, presented at the ICML 2019 Worksop on Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes 

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We Need No Pixels: Video Manipulation Detection Using Stream Descriptors

Jun 20, 2019
David Güera, 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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Robustness Analysis of Face Obscuration

May 13, 2019
Hanxiang Hao, David Güera, Amy R. Reibman, Edward J. Delp


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Weighted Hausdorff Distance: A Loss Function For Object Localization

Jun 20, 2018
Javier Ribera, David Güera, Yuhao Chen, Edward Delp

* 19 pages, single-column 

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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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Reliability Map Estimation For CNN-Based Camera Model Attribution

May 04, 2018
David Güera, 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 Güera, 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 Güera, Paolo Bestagini, Edward J. Delp, Stefano Tubaro


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