A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing

2 December 2018

Ajian Liu

Stan Z. Li

Papers citing "A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing"

50 / 63 papers shown

Title
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection Shunxin Chen A. Liu Junze Zheng Jun Wan Kailai Peng Sergio Escalera Zhen Lei AAML 61 0 0 01 Apr 2025
Unified Face Matching and Physical-Digital Spoofing Attack Detection Arun Kunwar Ajita Rattani CVBM AAML 44 0 0 17 Jan 2025
Robust Multimodal Learning via Representation Decoupling Shicai Wei Yang Luo Yuji Wang Chunbo Luo OOD 29 2 0 05 Jul 2024
Liveness Detection in Computer Vision: Transformer-based Self-Supervised Learning for Face Anti-Spoofing Arman Keresh Pakizar Shamoi 44 5 0 19 Jun 2024
Towards RGB-NIR Cross-modality Image Registration and Beyond Huadong Li Shichao Dong Jin Wang Rong Fu Minhao Jing Jiajun Liang Haoqiang Fan Renhe Ji 30 0 0 30 May 2024
Joint Physical-Digital Facial Attack Detection Via Simulating Spoofing Clues Xianhua He Dashuang Liang Song Yang Zhanlong Hao Hui Ma Binjie Mao Xi Li Yao Wang Pengfei Yan Ajian Liu CVBM AAML 27 2 0 12 Apr 2024
Unified Physical-Digital Attack Detection Challenge Haocheng Yuan Ajian Liu Junze Zheng Jun Wan Jiankang Deng Sergio Escalera Hugo Jair Escalante Isabelle M Guyon Zhen Lei AAML CVBM 35 2 0 09 Apr 2024
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems Sai Amrit Patnaik Shivali Chansoriya Anil K. Jain A. Namboodiri AAML GAN 29 0 0 20 Nov 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images Jiancheng Huang Donghao Zhou Shifeng Chen CVBM 29 2 0 29 Sep 2023
FLIP: Cross-domain Face Anti-spoofing with Language Guidance K. Srivatsan Muzammal Naseer Karthik Nandakumar CVBM 44 44 0 28 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 31 8 0 18 Sep 2023
One-stage Modality Distillation for Incomplete Multimodal Learning Shicai Wei Yang Luo Chunbo Luo 18 0 0 15 Sep 2023
FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection Naif Alkhunaizi K. Srivatsan Faris Almalik Ibrahim Almakky Karthik Nandakumar FedML 43 1 0 20 Aug 2023
Visual Prompt Flexible-Modal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Ajian Liu Changsheng Chen 36 6 0 26 Jul 2023
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing Ajian Liu Zichang Tan Zitong Yu Chenxu Zhao Jun Wan Yanyan Liang Zhen Lei Du Zhang Stan Z. Li G. Guo CVBM 23 41 0 05 May 2023
MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning Shicai Wei Yang Luo Chunbo Luo 24 29 0 17 Apr 2023
Surveillance Face Presentation Attack Detection Challenge Hao Fang Ajian Liu Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei CVBM AAML 21 12 0 15 Apr 2023
MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing Ajian Liu Yanyan Liang 44 48 0 15 Apr 2023
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition X. Yang Chang-Shu Liu Longlong Xu Yikai Wang Yinpeng Dong Ning Chen Hang Su Jun Zhu AAML 35 39 0 28 Mar 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 48 21 0 05 Mar 2023
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing Zitong Yu Rizhao Cai Yawen Cui Xin Liu Yongjian Hu Alex C. Kot 24 21 0 11 Feb 2023
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 24 1 0 07 Dec 2022
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 Zitong Yu Rizhao Cai Zhi Li Wenhan Yang Jingang Shi Alex C. Kot AAML CVBM 34 32 0 10 Aug 2022
Post-Train Adaptive MobileNet for Fast Anti-Spoofing K. Khabarlak 14 3 0 27 Jul 2022
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness Xinyi Zhang Cong Hao Peipei Zhou A. Jones J. Hu 11 18 0 29 Apr 2022
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing Hsin-Ping Huang Deqing Sun Yaojie Liu Wen-Sheng Chu Taihong Xiao Jinwei Yuan Hartwig Adam Ming-Hsuan Yang CVBM 33 56 0 23 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 21 123 0 10 Mar 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation Jiong Wang Zhou Zhao Weike Jin Xinyu Duan Zhen Lei Baoxing Huai Yiling Wu Xiaofei He CVBM AAML VLM 19 12 0 21 Feb 2022
A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection Anjith George David Geissbuhler S´ebastien Marcel CVBM AAML 17 9 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 13 28 0 16 Feb 2022
Review of Face Presentation Attack Detection Competitions Zitong Yu Jukka Komulainen Z. Boulkenafet Zahid Akhtar AAML CVBM 19 11 0 21 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 15 12 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 16 24 0 24 Nov 2021
Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances J. Hernandez-Ortega Julian Fierrez Aythami Morales Javier Galbally AAML CVBM 6 9 0 23 Nov 2021
Asymmetric Modality Translation For Face Presentation Attack Detection Zhi Li Haoliang Li Xin Luo Yongjian Hu Kwok-Yan Lam Alex C. Kot AAML CVBM 37 15 0 18 Oct 2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge Ajian Liu Chenxu Zhao Zitong Yu Anyang Su Xing Liu ... Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei G. Guo CVBM 23 34 0 16 Aug 2021
Deep Learning for Face Anti-Spoofing: A Survey Zitong Yu Yunxiao Qin Xiaobai Li Chenxu Zhao Zhen Lei Guoying Zhao CVBM AAML 15 143 0 28 Jun 2021
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection Ajian Liu Chenxu Zhao Zitong Yu Jun Wan Anyang Su ... Yanyan Liang G. Guo Zhen Lei Stan Z. Li Du Zhang CVBM 28 83 0 13 Apr 2021
A Dataset and Benchmark Towards Multi-Modal Face Anti-Spoofing Under Surveillance Scenarios Xudong Chen Shugong Xu Qiaobin Ji Shan Cao AAML CVBM 21 8 0 29 Mar 2021
Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System Jian Zhang Ying Tai Taiping Yao Jia Meng Shouhong Ding Chengjie Wang Jilin Li Feiyue Huang Rongrong Ji CVBM 25 13 0 01 Feb 2021
Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing Junru Wu Xiang Yu Buyu Liu Zhangyang Wang Manmohan Chandraker CVBM 15 2 0 28 Nov 2020
A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices Zuheng Ming M. Visani M. Luqman J. Burie AAML CVBM 13 62 0 08 Oct 2020
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations Yuanhan Zhang Zhen-fei Yin Yidong Li Guojun Yin Junjie Yan Jing Shao Ziwei Liu CVBM 50 161 0 24 Jul 2020
Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks G. Heusch Anjith George David Geissbuhler Z. Mostaani S´ebastien Marcel AAML CVBM 23 76 0 22 Jul 2020
Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks Anjith George S´ebastien Marcel CVBM AAML 15 90 0 22 Jul 2020
On Improving Temporal Consistency for Online Face Liveness Detection Xiang Xu Yuanjun Xiong Wei Xia CVBM 15 18 0 11 Jun 2020
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach Debayan Deb Anil K. Jain CVBM 15 44 0 04 Jun 2020
Deep convolutional neural networks for face and iris presentation attack detection: Survey and case study Yomna Safaa El-Din Mohamed N. Moustafa Hani M. K. Mahdi CVBM AAML 14 22 0 25 Apr 2020
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 27 76 0 23 Apr 2020