Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

2 May 2019

Jiaxin Cheng

Papers citing "Recurrent Convolutional Strategies for Face Manipulation Detection in Videos"

34 / 134 papers shown

Title
Generalized Facial Manipulation Detection with Edge Region Feature Extraction Dong-Keon Kim Kwangsu Kim AAML CVBM 11 11 0 02 Feb 2021
Identifying Invariant Texture Violation for Robust Deepfake Detection Xinwei Sun Botong Wu Wei Chen 12 8 0 19 Dec 2020
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 45 261 0 16 Dec 2020
Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection A. Haliassos Konstantinos Vougioukas Stavros Petridis M. Pantic CVBM AAML 14 284 0 14 Dec 2020
Mining Generalized Features for Detecting AI-Manipulated Fake Faces Yang Yu R. Ni Yao-Min Zhao CVBM 12 11 0 27 Oct 2020
Spatio-temporal Features for Generalized Detection of Deepfake Videos Ipek Ganiyusufoglu L. Ngô N. Savov Sezer Karaoglu Theo Gevers 24 41 0 22 Oct 2020
Unknown Presentation Attack Detection against Rational Attackers Ali Khodabakhsh Zahid Akhtar AAML 29 4 0 04 Oct 2020
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation J. Hernandez-Ortega Ruben Tolosana Julian Fierrez Aythami Morales 18 82 0 01 Oct 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 22 76 0 16 Sep 2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 13 171 0 27 Aug 2020
Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection Gengxing Wang Jiahuan Zhou Ying Nian Wu AAML 18 22 0 11 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 27 171 0 11 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 13 360 0 08 Aug 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 6 0 0 30 Jul 2020
Dynamic texture analysis for detecting fake faces in video sequences Mattia Bonomi Cecilia Pasquini G. Boato CVBM 12 34 0 30 Jul 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 12 662 0 18 Jul 2020
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes Loc Trinh Michael Tsang Sirisha Rambhatla Yan Liu 6 6 0 28 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing-Wu Guo Felix Juefei Xu Xiaofei Xie L. Ma Wei Feng Yang Liu Jianjun Zhao CVBM 30 198 0 13 Jun 2020
Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task P. Charitidis Giorgos Kordopatis-Zilos Symeon Papadopoulos Y. Kompatsiaris CVBM 15 8 0 12 Jun 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 32 17 0 20 May 2020
Deepfakes Detection with Automatic Face Weighting D. M. Montserrat Hanxiang Hao S. Yarlagadda Sriram Baireddy Ruiting Shao ... Emily R. Bartusiak Justin Yang David Guera F. Zhu Edward J. Delp CVBM 22 113 0 25 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 18 90 0 16 Apr 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 28 253 0 14 Mar 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 55 158 0 11 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 231 86 0 09 Mar 2020
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Malhar Jere F. Koushanfar Julian McAuley AAML 6 150 0 09 Feb 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 27 67 0 27 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 28 539 0 18 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 45 775 0 01 Jan 2020
Extracting deep local features to detect manipulated images of human faces Michail Tarasiou S. Zafeiriou 3DH AAML CVBM 6 21 0 29 Nov 2019
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks Tharindu Fernando Clinton Fookes Simon Denman Sridha Sridharan CVBM 25 15 0 17 Nov 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 6 182 0 28 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,046 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