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Deep Pixel-wise Binary Supervision for Face Presentation Attack
  Detection

Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection

9 July 2019
Anjith George
S´ebastien Marcel
    CVBM
ArXivPDFHTML

Papers citing "Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection"

36 / 36 papers shown
Title
FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
Yongqian Li
Ning Li
Ajian Liu
Hui Ma
Liying Yang
Xihong Chen
Zhiyao Liang
Yanyan Liang
Jun Wan
Zhen Lei
AAML
58
0
0
01 Apr 2025
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing
Kartik Narayan
Vishal M. Patel
CVBM
50
1
0
22 Apr 2024
Face Presentation Attack Detection by Excavating Causal Clues and
  Adapting Embedding Statistics
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
Meiling Fang
Naser Damer
CVBM
32
4
0
28 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing
Visual Prompt Flexible-Modal Face Anti-Spoofing
Zitong Yu
Rizhao Cai
Yawen Cui
Ajian Liu
Changsheng Chen
43
6
0
26 Jul 2023
MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing
MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing
Ajian Liu
Yanyan Liang
52
48
0
15 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
CVBM
AAML
17
11
0
12 Apr 2023
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing
  System
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
Chen Kong
Kexin Zheng
Yebin Liu
Shiqi Wang
Anderson de Rezende Rocha
Haoliang Li
CVBM
AAML
32
5
0
30 Jan 2023
Surveillance Face Anti-spoofing
Surveillance Face Anti-spoofing
Hao Fang
Ajian Liu
Jun Wan
Sergio Escalera
Chenxu Zhao
Xu Zhang
Stan Z. Li
Zhen Lei
CVBM
AAML
33
26
0
03 Jan 2023
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network
  for Face Anti-spoofing
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing
Kai Li
Hongyu Yang
Binghui Chen
Pengyu Li
Biao Wang
Di Huang
AAML
CVBM
27
1
0
07 Dec 2022
Face Presentation Attack Detection
Face Presentation Attack Detection
Zitong Yu
Chenxu Zhao
Zhen Lei
PICV
AAML
CVBM
30
6
0
07 Dec 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and
  Physiological Cues
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
Zitong Yu
Rizhao Cai
Zhi Li
Wenhan Yang
Jingang Shi
Alex C. Kot
AAML
CVBM
44
33
0
10 Aug 2022
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR
  and Visible Domains
Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains
Meiling Fang
Fadi Boutros
Naser Damer
AAML
19
4
0
05 May 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing
  Attack Detectors
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Naser Damer
César Augusto Fontanillo López
Meiling Fang
Noémie Spiller
Minh Pham
Fadi Boutros
24
47
0
13 Mar 2022
Review of Face Presentation Attack Detection Competitions
Review of Face Presentation Attack Detection Competitions
Zitong Yu
Jukka Komulainen
Z. Boulkenafet
Zahid Akhtar
AAML
CVBM
35
11
0
21 Dec 2021
Consistency Regularization for Deep Face Anti-Spoofing
Consistency Regularization for Deep Face Anti-Spoofing
Zezheng Wang
Zitong Yu
Xun Wang
Yunxiao Qin
Jiahong Li
Chenxu Zhao
Zhen Lei
Xin Liu
Size Li
Zhongyuan Wang
CVBM
26
24
0
24 Nov 2021
Meta-Teacher For Face Anti-Spoofing
Meta-Teacher For Face Anti-Spoofing
Yunxiao Qin
Zitong Yu
Longbin Yan
Zezheng Wang
Chenxu Zhao
Zhen Lei
CVBM
25
61
0
12 Nov 2021
Partial Attack Supervision and Regional Weighted Inference for Masked
  Face Presentation Attack Detection
Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection
Meiling Fang
Fadi Boutros
Arjan Kuijper
Naser Damer
CVBM
AAML
53
19
0
08 Nov 2021
Disentangled Representation with Dual-stage Feature Learning for Face
  Anti-spoofing
Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing
Yu-Chun Wang
Chien-Yi Wang
S. Lai
AAML
CVBM
25
16
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
45
64
0
13 Oct 2021
Learnable Multi-level Frequency Decomposition and Hierarchical Attention
  Mechanism for Generalized Face Presentation Attack Detection
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
Meiling Fang
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
31
27
0
16 Sep 2021
Taming Self-Supervised Learning for Presentation Attack Detection:
  De-Folding and De-Mixing
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing
Zhe Kong
Wentian Zhang
Feng Liu
Wenhan Luo
Haozhe Liu
Linlin Shen
Raghavendra Ramachandra
AAML
45
6
0
09 Sep 2021
Shuffled Patch-Wise Supervision for Presentation Attack Detection
Shuffled Patch-Wise Supervision for Presentation Attack Detection
Alperen Kantarci
Hasan Dertli
H. K. Ekenel
AAML
CVBM
33
7
0
08 Sep 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and
  Noise-level Telltales
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales
Chen Kong
Baoliang Chen
Haoliang Li
Shiqi Wang
Anderson de Rezende Rocha
Sam Kwong
CVBM
53
61
0
13 Jul 2021
Iris Presentation Attack Detection by Attention-based and Deep
  Pixel-wise Binary Supervision Network
Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Meiling Fang
Naser Damer
Fadi Boutros
Florian Kirchbuchner
Arjan Kuijper
21
27
0
28 Jun 2021
Dual-Cross Central Difference Network for Face Anti-Spoofing
Dual-Cross Central Difference Network for Face Anti-Spoofing
Zitong Yu
Yunxiao Qin
Hengshuang Zhao
Xiaobai Li
Guoying Zhao
CVBM
30
103
0
04 May 2021
Real Masks and Spoof Faces: On the Masked Face Presentation Attack
  Detection
Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection
Meiling Fang
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
AAML
PICV
33
46
0
02 Mar 2021
Cross Modal Focal Loss for RGBD Face Anti-Spoofing
Cross Modal Focal Loss for RGBD Face Anti-Spoofing
Anjith George
S´ebastien Marcel
CVBM
19
81
0
01 Mar 2021
Unknown Presentation Attack Detection against Rational Attackers
Unknown Presentation Attack Detection against Rational Attackers
Ali Khodabakhsh
Zahid Akhtar
AAML
29
4
0
04 Oct 2020
The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database
The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database
Z. Mostaani
Anjith George
G. Heusch
David Geissbuhler
S´ebastien Marcel
AAML
23
19
0
21 Sep 2020
Deep Models and Shortwave Infrared Information to Detect Face
  Presentation Attacks
Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks
G. Heusch
Anjith George
David Geissbuhler
Z. Mostaani
S´ebastien Marcel
AAML
CVBM
28
76
0
22 Jul 2020
Learning One Class Representations for Face Presentation Attack
  Detection using Multi-channel Convolutional Neural Networks
Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks
Anjith George
S´ebastien Marcel
CVBM
AAML
23
90
0
22 Jul 2020
Face Anti-Spoofing with Human Material Perception
Face Anti-Spoofing with Human Material Perception
Zitong Yu
Xiaobai Li
Xuesong Niu
Jingang Shi
Guoying Zhao
CVBM
AAML
36
138
0
04 Jul 2020
Can Your Face Detector Do Anti-spoofing? Face Presentation Attack
  Detection with a Multi-Channel Face Detector
Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector
Anjith George
S´ebastien Marcel
CVBM
20
15
0
30 Jun 2020
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach
Debayan Deb
Anil K. Jain
CVBM
23
44
0
04 Jun 2020
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review
Ajian Liu
Xuan Li
Jun Wan
Sergio Escalera
Hugo Jair Escalante
...
Qiaoning Yuan
Ruikun Yang
Benjia Zhou
G. Guo
Stan Z. Li
CVBM
35
76
0
23 Apr 2020
Searching Central Difference Convolutional Networks for Face
  Anti-Spoofing
Searching Central Difference Convolutional Networks for Face Anti-Spoofing
Zitong Yu
Chenxu Zhao
Zezheng Wang
Yunxiao Qin
Z. Su
Xiaobai Li
Feng Zhou
Guoying Zhao
CVBM
67
411
0
09 Mar 2020
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