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Perturbation Inactivation Based Adversarial Defense for Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:  Ren, Min;  Zhu, Yuhao;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5658Kb)  |  收藏  |  浏览/下载：254/49  |  提交时间：2022/11/14
Face recognition  Perturbation methods  Robustness  Immune system  Principal component analysis  Deep learning  Training  Adversarial machine learning  deep learning  graph neural network  face recognition  
A3GAN: 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:  Yunfan Liu;  Qi Li;  Zhenan Sun;  Tieniu Tan
Adobe PDF(4213Kb)  |  收藏  |  浏览/下载：72/15  |  提交时间：2023/06/20
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：223/4  |  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  
Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 5, 页码: 1024 - 1037
作者:  He, Ran;  Cao, Jie;  Song, Lingxiao;  Sun, Zhenan;  Tan, Tieniu
Adobe PDF(4148Kb)  |  收藏  |  浏览/下载：178/34  |  提交时间：2021/06/16
heterogeneous face recognition  near infrared-visible matching  face completion  face inpainting  
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4526-4540
作者:  Zhang, Hongwen;  Li, Qi;  Sun, Zhenan
Adobe PDF(4865Kb)  |  收藏  |  浏览/下载：311/43  |  提交时间：2019/10/08
2D/3D facial landmark localization  semantic volumetric representation  joint voxel and coordinate regression  auxiliary regression adversarial learning  
Dynamic Feature Matching for Partial Face Recognition 期刊论文
IEEE Transactions on Image Processing, 2019, 期号: 2, 页码: 791-802
作者:  He LX(何凌霄);  Li HQ(李海青);  Zhang Q(张琪);  Sun ZN(孙哲南)
浏览  |  Adobe PDF(3747Kb)  |  收藏  |  浏览/下载：391/131  |  提交时间：2019/05/10
Fully Convolutional Network  Dynamic Feature Matching  Partial Face Recognition  
Towards High Fidelity Face Frontalization in the Wild 期刊论文
International Journal of Computer Vision, 2019, 卷号: 128, 期号: 1, 页码: 1485–1504
作者:  Cao, Jie;  Hu, Yibo;  Zhang, Hongwen;  He, Ran;  Sun, Zhenan
Adobe PDF(3816Kb)  |  收藏  |  浏览/下载：148/40  |  提交时间：2021/05/26
Face frontalization  Realistic face generation  Pose-invariant face recognition  
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：414/81  |  提交时间：2019/07/12
Face rotation and frontalization  Multi-view face synthesis  Pose-invariant face recognition  Face reconstruction  
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
Adobe PDF(5821Kb)  |  收藏  |  浏览/下载：436/111  |  提交时间：2018/03/03
Facial Landmark Detection  Face Alignment  Fully Convolutional Network  Point Distribution Model  Weighted Regularized Mean Shift  
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification 期刊论文
IEEE Transactions on Information Forensics and Security, 2018, 卷号: 13, 期号: 3, 页码: 637-647
作者:  Shu Zhang;  Ran He;  Zhenan Sun;  Tieniu Tan
Adobe PDF(3012Kb)  |  收藏  |  浏览/下载：481/138  |  提交时间：2018/01/03
Meshface  Face Verification  Blind Inpainting  Deep Learning  Demeshnet  Spatial Transformer