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Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：40/14  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4775-4786
作者:  Liu, Ajian;  Tan, Zichang;  Yu, Zitong;  Zhao, Chenxu;  Wan, Jun;  Liang, Yanyan;  Lei, Zhen;  Zhang, Du;  Li, Stan Z.;  Guo, Guodong
Adobe PDF(10966Kb)  |  收藏  |  浏览/下载：177/1  |  提交时间：2023/11/17
Face anti-spoofing  flexible-modal testing  vision transformer  mutual-attention  fusion-attention  
Memory-Modulated Transformer Network for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2095-2109
作者:  Luo, Mandi;  Wu, Haoxue;  Huang, Huaibo;  He, Weizan;  He, Ran
Adobe PDF(4712Kb)  |  收藏  |  浏览/下载：388/133  |  提交时间：2022/07/25
Face recognition  Task analysis  Transformers  Encoding  Feature extraction  Image recognition  Memory modules  Heterogeneous face recognition  style transformer  memory network  
FA-GAN: Face Augmentation GAN for Deformation-Invariant Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 期号: 0, 页码: 2341-2355
作者:  Luo, Mandi;  Cao, Jie;  Ma, Xin;  Zhang, Xiaoyu;  He, Ran
Adobe PDF(4742Kb)  |  收藏  |  浏览/下载：381/63  |  提交时间：2021/04/21
Face recognition  Strain  Geometry  Frequency division multiplexing  Training  Task analysis  Semantics  Face augmentation  deformation-invariant face recognition  face disentanglement  graph convolutional networks  
3D Aided Duet GANs for Multi-View Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 卷号: 14, 期号: 8, 页码: 2028-2042
作者:  Cao, Jie;  Hu, Yibo;  Yu, Bing;  He, Ran;  Sun, Zhenan
浏览  |  Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：443/87  |  提交时间：2019/07/12
Face rotation and frontalization  Multi-view face synthesis  Pose-invariant face recognition  Face reconstruction  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772-2787
作者:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(8950Kb)  |  收藏  |  浏览/下载：490/156  |  提交时间：2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Combining Data-Driven and Model-Driven Methods for Robust Facial Landmark Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 10, 页码: 2409-2422
作者:  Zhang, Hongwen;  Li, Qi;  Sun, Zhenan;  Liu, Yunfan
浏览  |  Adobe PDF(5821Kb)  |  收藏  |  浏览/下载：466/119  |  提交时间：2018/03/03
Facial Landmark Detection  Face Alignment  Fully Convolutional Network  Point Distribution Model  Weighted Regularized Mean Shift  
Image Forensics Based on Planar Contact Constraints of 3D Objects 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 2, 页码: 377-392
作者:  Peng, Bo;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
Adobe PDF(6260Kb)  |  收藏  |  浏览/下载：633/198  |  提交时间：2017/09/20
Image Forensics  Splicing Detection  Contact Constraint  3d Morphable Model  
A Code-Level Approach to Heterogeneous Iris Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2017, 卷号: 12, 期号: 10, 页码: 2373-2386
作者:  Liu, Nianfeng;  Liu, Jing;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(6119Kb)  |  收藏  |  浏览/下载：519/184  |  提交时间：2017/06/16
Iris Recognition  Heterogeneous  Cross-sensor  Markov  
Optimized 3D Lighting Environment Estimation for Image Forgery Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2017, 卷号: 12, 期号: 2, 页码: 479-494
作者:  Peng, Bo;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
浏览  |  Adobe PDF(4867Kb)  |  收藏  |  浏览/下载：695/271  |  提交时间：2017/02/14
Image Forensics  Composite Detection  Human Faces  Lighting Estimation