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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:264/51  |  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  
Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario 会议论文
, Chengdu, China, November 13 - 15, 2020
作者:  Tian, Yu;  Zhang, Kunbo;  Wang, Leyuan;  Sun, Zhenan
Adobe PDF(3838Kb)  |  收藏  |  浏览/下载:209/43  |  提交时间:2021/10/08
Learning 3D Human Shape and Pose from Dense Body Parts 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:  Zhang, Hongwen;  Cao, Jie;  Lu, Guo;  Ouyang, Wanli;  Sun, Zhenan
Adobe PDF(4759Kb)  |  收藏  |  浏览/下载:198/47  |  提交时间:2021/06/16
3D human shape and pose estimation  decompose-and-aggregate network  position-aided rotation feature refinement  part-based dropout  
Learning Structured Ordinal Measures for Video based Face Recognition 期刊论文
Pattern Recognition, 2018, 卷号: 75, 期号: 0, 页码: 4-14
作者:  Ran He;  Tieniu Tan;  Larry Davis;  Zhenan Sun
Adobe PDF(1737Kb)  |  收藏  |  浏览/下载:308/101  |  提交时间:2018/01/08
Learning Structured Ordinal Measures  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
Adobe PDF(3835Kb)  |  收藏  |  浏览/下载:564/271  |  提交时间:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Multi-task ConvNet for Blind Face Inpainting with Application to Face Verification 会议论文
Proc. International Conference on Biometrics, Halmstad, Sweden, 2016
作者:  Shu Zhang;  Ran He;  Zhenan Sun;  Tieniu Tan
浏览  |  Adobe PDF(1735Kb)  |  收藏  |  浏览/下载:370/131  |  提交时间:2017/02/25