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DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face
  Anti-Spoofing
v1v2 (latest)

DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing

IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020
16 September 2020
Rizhao Cai
Haoliang Li
Shiqi Wang
Changsheng Chen
Alex C. Kot
    CVBM
ArXiv (abs)PDFHTML

Papers citing "DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing"

25 / 25 papers shown
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
Ajian Liu
Haocheng Yuan
Xiao Guo
Hui Ma
Wanyi Zhuang
...
Yanyan Liang
Weiqiang Wang
Jun Wan
Xiaoming Liu
Zhen Lei
AAMLCVBM
468
18
0
19 May 2025
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt EngineeringIEEE transactions on multimedia (TMM), 2025
Jiaxin Guo
Ajian Liu
Yunfeng Diao
Jing Zhang
Hui Ma
Bo Zhao
Richang Hong
Meng Wang
366
15
0
06 Apr 2025
Time-Aware Face Anti-Spoofing with Rotation Invariant Local Binary
  Patterns and Deep Learning
Time-Aware Face Anti-Spoofing with Rotation Invariant Local Binary Patterns and Deep LearningIFIP International Information Security Conference (IIS), 2024
Moritz Finke
Alexandra Dmitrienko
CVBM
146
0
0
27 Aug 2024
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from
  Single-shot Binocular NIR Images
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR ImagesIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Jiancheng Huang
Donghao Zhou
Shifeng Chen
CVBM
249
5
0
29 Sep 2023
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with
  Statistical Tokens
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical TokensIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Rizhao Cai
Zitong Yu
Chen Kong
Haoliang Li
Changsheng Chen
Yongjian Hu
Alex C. Kot
263
37
0
07 Sep 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General
  Face Forgery Detection
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Anwei Luo
Chen Kong
Jiwu Huang
Yongjian Hu
Xiangui Kang
Alex C. Kot
AAML
276
94
0
24 Apr 2023
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Dong Wang
Jiaxin Guo
Qiqi Shao
Haochi He
Zhian Chen
...
Sergio Escalera
Hugo Jair Escalante
Lei Zhen
Jun Wan
Jiankang Deng
CVBMAAML
268
22
0
12 Apr 2023
Enhancing General Face Forgery Detection via Vision Transformer with
  Low-Rank Adaptation
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank AdaptationConference on Multimedia Information Processing and Retrieval (MIPR), 2023
Chen Kong
Haoliang Li
Shiqi Wang
ViTCVBM
255
22
0
02 Mar 2023
Face Presentation Attack Detection
Face Presentation Attack Detection
Zitong Yu
Chenxu Zhao
Zhen Lei
PICVAAMLCVBM
243
6
0
07 Dec 2022
Race Bias Analysis of Bona Fide Errors in face anti-spoofing
Race Bias Analysis of Bona Fide Errors in face anti-spoofing
Latifah Abduh
I. Ivrissimtzis
CVBM
276
2
0
11 Oct 2022
Digital and Physical Face Attacks: Reviewing and One Step Further
Digital and Physical Face Attacks: Reviewing and One Step FurtherAPSIPA Transactions on Signal and Information Processing (TASIP), 2022
Chen Kong
Shiqi Wang
Haoliang Li
AAML
312
41
0
29 Sep 2022
Forensicability Assessment of Questioned Images in Recapturing Detection
Forensicability Assessment of Questioned Images in Recapturing Detection
Changsheng Chen
Lin Zhao
Rizhao Cai
Zitong Yu
Jiwu Huang
Alex C. Kot
AAMLCVBM
212
0
0
05 Sep 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and
  Physiological Cues
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological CuesIEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Zitong Yu
Rizhao Cai
Zhi Li
Wenhan Yang
Jingang Shi
Alex C. Kot
AAMLCVBM
270
64
0
10 Aug 2022
One-Class Knowledge Distillation for Face Presentation Attack Detection
One-Class Knowledge Distillation for Face Presentation Attack DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Zhi Li
Rizhao Cai
Haoliang Li
Kwok-Yan Lam
Yongjian Hu
Alex C. Kot
CVBMAAML
210
38
0
08 May 2022
PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch
  Recognition
PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch RecognitionComputer Vision and Pattern Recognition (CVPR), 2022
Chien-Yi Wang
Yujiang Lu
Shang-Ta Yang
S. Lai
AAMLCVBM
337
146
0
27 Mar 2022
Flexible-Modal Face Anti-Spoofing: A Benchmark
Flexible-Modal Face Anti-Spoofing: A Benchmark
Zitong Yu
Ajian Liu
Chenxu Zhao
Kevin H. M. Cheng
Xuefeng Cheng
Guoying Zhao
AAMLCVBM
361
42
0
16 Feb 2022
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth
  Uncertainty Learning
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning
Hangtong Wu
Dan Zeng
Yibo Hu
Hailin Shi
Tao Mei
CVBM
226
45
0
01 Dec 2021
Myope Models -- Are face presentation attack detection models
  short-sighted?
Myope Models -- Are face presentation attack detection models short-sighted?
Pedro C. Neto
Ana F. Sequeira
Jaime S. Cardoso
AAMLCVBM
130
10
0
22 Nov 2021
Meta-Teacher For Face Anti-Spoofing
Meta-Teacher For Face Anti-SpoofingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yunxiao Qin
Zitong Yu
Longbin Yan
Zezheng Wang
Chenxu Zhao
Zhen Lei
CVBM
202
68
0
12 Nov 2021
Asymmetric Modality Translation For Face Presentation Attack Detection
Asymmetric Modality Translation For Face Presentation Attack Detection
Zhi Li
Haoliang Li
Xin Luo
Yongjian Hu
Kwok-Yan Lam
Alex C. Kot
AAMLCVBM
261
19
0
18 Oct 2021
Learning Meta Pattern for Face Anti-Spoofing
Learning Meta Pattern for Face Anti-Spoofing
Rizhao Cai
Zhi Li
Renjie Wan
Haoliang Li
Yongjian Hu
Alex C. Kot
CVBM
264
73
0
13 Oct 2021
Reinforcement Learning for Feedback-Enabled Cyber Resilience
Reinforcement Learning for Feedback-Enabled Cyber Resilience
Yunhan Huang
Linan Huang
Quanyan Zhu
337
97
0
02 Jul 2021
Deep Learning for Face Anti-Spoofing: A Survey
Deep Learning for Face Anti-Spoofing: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Zitong Yu
Yunxiao Qin
Amritpal Singh
Chenxu Zhao
Zhen Lei
Guoying Zhao
CVBMAAML
354
219
0
28 Jun 2021
Few-Shot Domain Expansion for Face Anti-Spoofing
Few-Shot Domain Expansion for Face Anti-Spoofing
Bowen Yang
Jing Zhang
Zhen-fei Yin
Jing Shao
CVBM
170
13
0
27 Jun 2021
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing
Revisiting Pixel-Wise Supervision for Face Anti-SpoofingIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2020
Zitong Yu
Amritpal Singh
Jingang Shi
Zhaoqiang Xia
Guoying Zhao
CVBMAAML
244
98
0
24 Nov 2020
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