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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：28/7  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2497-2507
作者:  Ajian, Liu;  Chenxu, Zhao;  Zitong, Yu;  Jun, Wan;  Anyang, Su;  Xing, Liu;  Zichang, Tan;  Sergio, Escalera;  Junliang, Xing;  Yanyan, Liang;  Guodong, Guo;  Zhen, Lei;  Stan, Z., Li;  Du, Zhang
Adobe PDF(3455Kb)  |  收藏  |  浏览/下载：30/12  |  提交时间：2024/06/03
CGFormer: ViT-Based Network for Identifying Computer-Generated Images With Token Labeling 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 235-250
作者:  Quan, Weize;  Deng, Pengfei;  Wang, Kai;  Yan, Dong-Ming
Adobe PDF(2517Kb)  |  收藏  |  浏览/下载：69/1  |  提交时间：2024/02/22
CG image forensics  transformer  token labeling  generalization  robustness  
Incremental Pedestrian Attribute Recognition via Dual Uncertainty-Aware Pseudo-Labeling 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 2622-2636
作者:  Li, Da;  Zhang, Zhang;  Shan, Caifeng;  Wang, Liang
收藏  |  浏览/下载：122/0  |  提交时间：2023/11/17
Uncertainty  Task analysis  Training  Visualization  Benchmark testing  Measurement uncertainty  Estimation  Pedestrian attribute recognition  continual learning  uncertainty estimation  
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：377/131  |  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  
CASIA-Face-Africa: A Large-Scale African Face Image Database 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 3634-3646
作者:  Muhammad, Jawad;  Wang, Yunlong;  Wang, Caiyong;  Zhang, Kunbo;  Sun, Zhenan
Adobe PDF(8916Kb)  |  收藏  |  浏览/下载：279/24  |  提交时间：2021/08/15
Face recognition  Image databases  Internet  Cameras  Image recognition  Skin  Face detection  African face recognition  racial bias  face image database  
A(3)GAN: An Attribute-Aware Attentive Generative Adversarial Network for Face Aging 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 2776-2790
作者:  Liu, Yunfan;  Li, Qi;  Sun, Zhenan;  Tan, Tieniu
Adobe PDF(4213Kb)  |  收藏  |  浏览/下载：252/10  |  提交时间：2021/05/31
Aging  Faces  Face recognition  Facial features  Generators  Wavelet packets  Visualization  Generative adversarial networks  face aging  facial attribute  attention mechanism  wavelet packet transform  
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：372/61  |  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  
Controllable Multi-Attribute Editing of High-Resolution Face Images 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 期号: 0, 页码: 1410-1423
作者:  Deng, Qiyao;  Li, Qi;  Cao, Jie;  Liu, Yunfan;  Sun, Zhenan
Adobe PDF(8442Kb)  |  收藏  |  浏览/下载：303/38  |  提交时间：2021/03/02
Faces  Image resolution  Face recognition  Wavelet transforms  Generative adversarial networks  Computational modeling  Face attribute editing  Face synthesis  Generative adversarial network  
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：434/85  |  提交时间：2019/07/12
Face rotation and frontalization  Multi-view face synthesis  Pose-invariant face recognition  Face reconstruction