Flexible-Modal Face Anti-Spoofing: A Benchmark

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Flexible-Modal Face Anti-Spoofing: A Benchmark

16 February 2022

Ajian Liu

Kevin H. M. Cheng

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Papers citing "Flexible-Modal Face Anti-Spoofing: A Benchmark"

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Title
Robust Multi-Modal Face Anti-Spoofing with Domain Adaptation: Tackling Missing Modalities, Noisy Pseudo-Labels, and Model Degradation Ming-Tsung Hsu Fang-Yu Hsu Yi-Ting Lin Kai-Heng Chien Jun-Ren Chen Cheng-Hsiang Su Yi-Chen Ou Chiou-Ting Hsu Pei-Kai Huang CVBM 172 0 0 27 Sep 2025
Learning Knowledge-based Prompts for Robust 3D Mask Presentation Attack DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Fangling Jiang Qi Li Bing Liu Weining Wang Caifeng Shan Zhenan Sun Ming-Hsuan Yang 855 0 0 06 May 2025
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 316 6 0 06 Apr 2025
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack DetectionAAAI Conference on Artificial Intelligence (AAAI), 2025 Shunxin Chen Ajian Liu Junze Zheng Jun Wan Kailai Peng Sergio Escalera Zhen Lei AAML 253 9 0 01 Apr 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing Jingyi Yang Xun Lin Zitong Yu Li Zhang Xianglong Liu Hui Li Xiaochen Yuan Simeng Qin CVBM 337 1 0 01 Mar 2025
Zero-failure testing of binary classifiers Ioannis Ivrissimtzis Matthew Houliston Shauna Concannon Graham Roberts 182 1 0 04 Jul 2024
Event-based Video Frame Interpolation with Edge Guided Motion Refinement Yuhan Liu Yongjian Deng Hao Chen Bochen Xie Youfu Li Zhen Yang 240 1 0 28 Apr 2024
FaceCat: Enhancing Face Recognition Security with a Unified Generative Model Framework Jiawei Chen Xiao Yang Yinpeng Dong Hang Su Jianteng Peng Zhaoxia Yin CVBM 142 1 0 14 Apr 2024
Joint Physical-Digital Facial Attack Detection Via Simulating Spoofing Clues Xianhua He Dashuang Liang Xianhua He Zhanlong Hao Hui Ma Binjie Mao Xi Li Yao Wang Pengfei Yan Ajian Liu CVBM AAML 203 10 0 12 Apr 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 239 49 0 21 Mar 2024
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 196 4 0 29 Sep 2023
Visual Prompt Flexible-Modal Face Anti-SpoofingIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Zitong Yu Rizhao Cai Yawen Cui Ajian Liu Changsheng Chen 278 9 0 26 Jul 2023
FM-ViT: Flexible Modal Vision Transformers for Face Anti-SpoofingIEEE 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 144 66 0 05 May 2023
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget LessIEEE International Conference on Computer Vision (ICCV), 2023 Rizhao Cai Yawen Cui Zhi Li Zitong Yu Haoliang Li Yongjian Hu Alex C. Kot CLL 315 29 0 16 Mar 2023
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-SpoofingInternational Journal of Computer Vision (IJCV), 2023 Zitong Yu Rizhao Cai Yawen Cui Xin Liu Yongjian Hu Alex C. Kot 164 42 0 11 Feb 2023
Flexible-modal Deception Detection with Audio-Visual Adapter Zhaoxu Li Zitong Yu Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot 138 9 0 11 Feb 2023
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 AAML CVBM 214 57 0 10 Aug 2022
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 CVBM AAML 237 193 0 28 Jun 2021