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2003.08061
Cited By
Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing
Computer Vision and Pattern Recognition (CVPR), 2020
18 March 2020
Zezheng Wang
Zitong Yu
Chenxu Zhao
Xiangyu Zhu
Yunxiao Qin
Qiusheng Zhou
Feng Zhou
Zhen Lei
CVBM
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Papers citing
"Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing"
50 / 76 papers shown
Animate-X++: Universal Character Image Animation with Dynamic Backgrounds
Shuai Tan
Biao Gong
Zhuoxin Liu
Yan Wang
Xi Chen
Yifan Feng
Hengshuang Zhao
VGen
370
5
0
13 Aug 2025
Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry
Junyoung Seo
Jisang Han
Jaewoo Jung
Siyoon Jin
Joungbin Lee
...
Takashi Shibuya
Donghoon Ahn
Shoukang Hu
Seungryong Kim
Yuki Mitsufuji
VGen
315
3
0
16 Jun 2025
CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation
Yuxuan Du
Zhendong Wang
Yuhao Luo
Caiyong Piao
Zhiyuan Yan
Hao Li
Lichao Sun
439
6
0
21 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Grigorios G. Chrysos
Yongtao Wu
Razvan Pascanu
Philip Torr
Volkan Cevher
AAML
387
20
0
17 Apr 2025
Enhancing Learnable Descriptive Convolutional Vision Transformer for Face Anti-Spoofing
Pei-Kai Huanga
Jun-Xiong Chong
Ming-Tsung Hsu
Fang-Yu Hsu
Chiou-Ting Hsu
CVBM
303
2
0
29 Mar 2025
SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining
AAAI Conference on Artificial Intelligence (AAAI), 2025
Pei-Kai Huang
Jun-Xiong Chong
Cheng-Hsuan Chiang
Tzu-Hsien Chen
Tyng-Luh Liu
Chiou-Ting Hsu
CVBM
277
13
0
25 Mar 2025
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
Li Hu
Guangyuan Wang
Zhen Shen
Xin Gao
Dechao Meng
Lian Zhuo
Peng Zhang
Bang Zhang
Liefeng Bo
DiffM
VGen
578
48
0
10 Feb 2025
Exploring Depth Information for Detecting Manipulated Face Videos
Haoyue Wang
Sheng Li
Ji He
Zhenxing Qian
Xinpeng Zhang
Shaolin Fan
CVBM
399
1
0
27 Nov 2024
Time-Aware Face Anti-Spoofing with Rotation Invariant Local Binary Patterns and Deep Learning
IFIP International Information Security Conference (IIS), 2024
Moritz Finke
Alexandra Dmitrienko
CVBM
143
0
0
27 Aug 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems
Xiang Xu
Tianchen Zhao
Zheng Zhang
Zhihua Li
Jon Wu
Alessandro Achille
Mani Srivastava
AAML
265
8
0
06 Jun 2024
VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection
Raghavendra Ramachandra
N. Vetrekar
S. Venkatesh
Savita Nageshker
Jag Mohan Singh
R. Gad
CVBM
3DPC
139
6
0
19 Apr 2024
Test-Time Domain Generalization for Face Anti-Spoofing
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Xuequan Lu
Shouhong Ding
Lizhuang Ma
TTA
CVBM
OOD
404
47
0
28 Mar 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing
Ajian Liu
Shuai Xue
Jianwen Gan
Jun Wan
Yanyan Liang
Jiankang Deng
Sergio Escalera
Zhen Lei
VLM
272
62
0
21 Mar 2024
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
Computer Vision and Pattern Recognition (CVPR), 2023
Liucheng Hu
Xin Gao
Peng Zhang
Ke Sun
Bang Zhang
Liefeng Bo
DiffM
VGen
578
729
0
28 Nov 2023
Fine-Grained Annotation for Face Anti-Spoofing
Xu Chen
Yunde Jia
Yuwei Wu
CVBM
251
7
0
12 Oct 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Jiancheng Huang
Donghao Zhou
Shifeng Chen
CVBM
244
5
0
29 Sep 2023
Saliency-based Video Summarization for Face Anti-spoofing
Pattern Recognition Letters (PR), 2023
Usman Muhammad
Mourad Oussalah
Jorma T. Laaksonen
CVBM
303
7
0
23 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023
Zitong Yu
Rizhao Cai
Yawen Cui
Ajian Liu
Changsheng Chen
314
10
0
26 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection
ACM Multimedia (ACM MM), 2023
Qichao Ying
Jiaxin Liu
Sheng Li
Haisheng Xu
Zhenxing Qian
Xinpeng Zhang
CVBM
261
13
0
20 Jul 2023
A Closer Look at Geometric Temporal Dynamics for Face Anti-Spoofing
Chih-Jung Chang
Yaw-Chern Lee
Shih-Hsuan Yao
Min-Hung Chen
Chien-Yi Wang
S. Lai
Trista Pei-chun Chen
CVBM
256
5
0
25 Jun 2023
Latent Distribution Adjusting for Face Anti-Spoofing
Qinghong Sun
Zhen-fei Yin
Yichao Wu
Yuanhan Zhang
Jing Shao
OOD
CVBM
278
0
0
16 May 2023
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Ajian Liu
Zichang Tan
Zitong Yu
Chenxu Zhao
Jun Wan
Yanyan Liang
Zhen Lei
Du Zhang
Stan Z. Li
G. Guo
CVBM
182
74
0
05 May 2023
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face Detection
Pattern Recognition Letters (PR), 2023
Rudresh Dwivedi
Ritesh Kumar
Deepak Chopra
Pranay Kothari
Manjot Singh
CVBM
AAML
211
13
0
23 Apr 2023
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
258
22
0
12 Apr 2023
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Xiaohu Yang
Yu Xie
Longlong Xu
Yikai Wang
Yinpeng Dong
Ning Chen
Hang Su
Jun Zhu
AAML
268
67
0
28 Mar 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing
Neurocomputing (Neurocomputing), 2023
Tianyi Zheng
CVBM
247
4
0
17 Feb 2023
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023
Chen Kong
Kexin Zheng
Zichen Liu
Shiqi Wang
Anderson de Rezende Rocha
Haoliang Li
CVBM
AAML
370
12
0
30 Jan 2023
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection
International Journal of Computer Vision (IJCV), 2023
Usman Muhammad
Jorma T. Laaksonen
D. Beddiar
Mourad Oussalah
AAML
CVBM
274
16
0
05 Jan 2023
Surveillance Face Anti-spoofing
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Hao Fang
Ajian Liu
Jun Wan
Sergio Escalera
Chenxu Zhao
Xu Zhang
Stan Z. Li
Zhen Lei
CVBM
AAML
299
51
0
03 Jan 2023
Exploring Depth Information for Face Manipulation Detection
Hao Wang
Meiling Li
Sheng Li
Zhenxing Qian
Xinpeng Zhang
CVBM
170
1
0
29 Dec 2022
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing
AAAI Conference on Artificial Intelligence (AAAI), 2022
Kai Li
Hongyu Yang
Binghui Chen
Pengyu Li
Biao Wang
Di Huang
AAML
CVBM
249
3
0
07 Dec 2022
Face Presentation Attack Detection
Zitong Yu
Chenxu Zhao
Zhen Lei
PICV
AAML
CVBM
237
6
0
07 Dec 2022
Cyclically Disentangled Feature Translation for Face Anti-spoofing
AAAI Conference on Artificial Intelligence (AAAI), 2022
Haixiao Yue
Keyao Wang
Guosheng Zhang
Haocheng Feng
Junyu Han
Errui Ding
Jingdong Wang
CVBM
182
28
0
07 Dec 2022
Race Bias Analysis of Bona Fide Errors in face anti-spoofing
Latifah Abduh
I. Ivrissimtzis
CVBM
261
2
0
11 Oct 2022
Digital and Physical Face Attacks: Reviewing and One Step Further
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Chen Kong
Shiqi Wang
Haoliang Li
AAML
289
40
0
29 Sep 2022
Face Anti-Spoofing from the Perspective of Data Sampling
Electronics Letters (Electron. Lett.), 2022
Usman Muhammad
Mourad Oussalah
PICV
CVBM
AAML
192
4
0
28 Aug 2022
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
Usman Muhammad
Mourad Oussalah
AAML
CVBM
232
9
0
27 Aug 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence
Pedro C. Neto
Tiago B. Gonccalves
João Ribeiro Pinto
W. Silva
Ana F. Sequeira
Arun Ross
Jaime S. Cardoso
XAI
334
16
0
19 Aug 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
IEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Zitong Yu
Rizhao Cai
Zhi Li
Wenhan Yang
Jingang Shi
Alex C. Kot
AAML
CVBM
260
63
0
10 Aug 2022
Multi-Frames Temporal Abnormal Clues Learning Method for Face Anti-Spoofing
International Conference on Software Engineering and Knowledge Engineering (SEKE), 2022
Heng Cong
Rongyu Zhang
Jiarong He
Jin Gao
CVBM
203
1
0
08 Aug 2022
Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing
ACM Multimedia (ACM MM), 2022
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Ran Yi
Shouhong Ding
Lizhuang Ma
OOD
CVBM
243
63
0
20 Jul 2022
Robust Face Anti-Spoofing with Dual Probabilistic Modeling
Pattern Recognition (Pattern Recogn.), 2022
Yuanhan Zhang
Yichao Wu
Zhen-fei Yin
Jing Shao
Ziwei Liu
CVBM
214
4
0
27 Apr 2022
ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection
International Conference on Information Photonics (ICIP), 2022
Zuheng Ming
Zitong Yu
M. Al-Ghadi
M. Visani
M. Luqman
J. Burie
ViT
CVBM
186
25
0
03 Mar 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation
ACM Multimedia (MM), 2021
Jiong Wang
Zhou Zhao
Weike Jin
Xinyu Duan
Zhen Lei
Baoxing Huai
Yiling Wu
Xiaofei He
CVBM
AAML
VLM
211
14
0
21 Feb 2022
Flexible-Modal Face Anti-Spoofing: A Benchmark
Zitong Yu
Ajian Liu
Chenxu Zhao
Kevin H. M. Cheng
Xuefeng Cheng
Guoying Zhao
AAML
CVBM
352
42
0
16 Feb 2022
Deep Learning meets Liveness Detection: Recent Advancements and Challenges
Arian Sabaghi
Marzieh Oghbaie
Kooshan Hashemifard
Mohammad Akbari
AAML
239
11
0
29 Dec 2021
Review of Face Presentation Attack Detection Competitions
Zitong Yu
Jukka Komulainen
Z. Boulkenafet
Zahid Akhtar
AAML
CVBM
239
12
0
21 Dec 2021
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning
Hangtong Wu
Dan Zeng
Yibo Hu
Hailin Shi
Tao Mei
CVBM
213
45
0
01 Dec 2021
Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Min-Koo Kang
Jaesung Choe
Hyowon Ha
Hae-Gon Jeon
Sunghoon Im
In So Kweon
KuK-Jin Yoon
3DH
CVBM
MDE
243
13
0
25 Nov 2021
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
241
37
0
24 Nov 2021
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