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Cross-Scenario Unknown-Aware Face Anti-Spoofing with Evidential Semantic Consistency Learning 期刊论文
IEEE Transactions on Information Forensics and Security, 2024, 页码: 3093 - 3108
Authors:  Jiang, Fangling;  Liu, Yunfan;  Si, Haolin;  Meng, Jingjing;  Li, Qi
Adobe PDF(2675Kb)  |  Favorite  |  View/Download:3/1  |  Submit date:2024/02/23
Surveillance Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 1535-1546
Authors:  Fang, Hao;  Liu, Ajian;  Wan, Jun;  Escalera, Sergio;  Zhao, Chenxu;  Zhang, Xu;  Li, Stan Z.;  Lei, Zhen
Favorite  |  View/Download:0/0  |  Submit date:2024/02/22
Face anti-spoofing  dataset  surveillance scenes  
分布外样本检测与域泛化算法研究 学位论文
, 2023
Authors:  裴森
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分布外样本检测  域泛化  开放世界图像识别  
多域伪造特征融合的人像证伪鉴定方法研究 学位论文
, 2023
Authors:  王源
Adobe PDF(11307Kb)  |  Favorite  |  View/Download:108/4  |  Submit date:2023/05/30
三维人脸关键点检测  热力图回归  人脸伪造检测  图卷积神经网络  
深度学习中的视觉对抗攻击方法研究 学位论文
, 2023
Authors:  何子文
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对抗攻击  对抗样本  深度神经网络  人工智能安全  
面向人脸鉴伪应用场景的模型优化技术研究 学位论文
, 2023
Authors:  卓文琦
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人脸伪造  人脸鉴伪  轻量模型  无数据模型压缩  终身学习  
Deep Learning for Face Anti-Spoofing: A Survey 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5609-5631
Authors:  Yu, Zitong;  Qin, Yunxiao;  Li, Xiaobai;  Zhao, Chenxu;  Lei, Zhen;  Zhao, Guoying
Favorite  |  View/Download:17/0  |  Submit date:2023/11/16
Face recognition  Deep learning  Cameras  Task analysis  Sensors  Protocols  Three-dimensional displays  Face anti-spoofing  presentation attack  deep learning  pixel-wise supervision  multi-modal  domain generalization  
Adversarial learning domain-invariant conditional features for robust face anti-spoofing 期刊论文
International Journal of Computer Vision, 2023, 卷号: 131, 页码: 1680–1703,
Authors:  Jiang, Fangling;  Li, Qi;  Liu, Pengcheng;  Zhou, Xiangdong;  Sun, Zhenan
Adobe PDF(2347Kb)  |  Favorite  |  View/Download:6/2  |  Submit date:2024/02/23
Temporal sparse adversarial attack on sequence-based gait recognition 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 11
Authors:  He, Ziwen;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
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Adversarial attack  Gait recognition  Temporal sparsity  
FedFV: A Personalized Federated Learning Framework for Finger Vein Authentication 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 683-696
Authors:  Feng-Zhao Lian
Adobe PDF(1789Kb)  |  Favorite  |  View/Download:49/14  |  Submit date:2023/09/25
Finger vein, personalized federated learning, privacy protection, biometric, authentication