FaceForensics++: Learning to Detect Manipulated Facial Images

FaceForensics++: Learning to Detect Manipulated Facial Images

25 January 2019

Andreas Rossler

Christian Riess

Matthias Nießner

Papers citing "FaceForensics++: Learning to Detect Manipulated Facial Images"

18 / 318 papers shown

Title
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 52 943 0 23 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis Jia Li T. Shen Wei Zhang Hui Ren Dan Zeng Tao Mei CVBM 13 17 0 12 Dec 2019
Forbidden knowledge in machine learning -- Reflections on the limits of research and publication Thilo Hagendorff 22 14 0 19 Nov 2019
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 21 128 0 13 Nov 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,047 0 27 Sep 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 31 433 0 25 Sep 2019
Swapped Face Detection using Deep Learning and Subjective Assessment Xinyi Ding Zohreh Raziei Eric C. Larson E. Olinick P. Krueger Michael Hahsler PICV CVBM 31 65 0 10 Sep 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner CVBM PICV 39 569 0 16 Aug 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 11 13 0 27 Jun 2019
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos H. Nguyen Fuming Fang Junichi Yamagishi Isao Echizen AAML CVBM 26 424 0 17 Jun 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 22 134 0 13 Jun 2019
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos Ekraam Sabir Jiaxin Cheng Ayush Jaiswal Wael AbdAlmageed I. Masi Premkumar Natarajan AAML CVBM 28 451 0 02 May 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 18 1 0 27 Feb 2019
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning Yisroel Mirsky Tom Mahler I. Shelef Yuval Elovici MedIm 30 192 0 11 Jan 2019
FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals U. Ciftci Ilke Demir 45 373 0 08 Jan 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 216 5,176 0 16 Sep 2016