A dataset and benchmark for large-scale multi-modal face anti-spoofing S Zhang, X Wang, A Liu, C Zhao, J Wan, S Escalera, H Shi, Z Wang, SZ Li IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 919-928, 2019 | 200 | 2019 |
Casia-surf: A large-scale multi-modal benchmark for face anti-spoofing S Zhang*, A Liu* (* equal contribution), J Wan, Y Liang, G Guo, ... IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM) 2 (2 …, 2020 | 159 | 2020 |
Casia-surf cefa: A benchmark for multi-modal cross-ethnicity face anti-spoofing A Liu, Z Tan, J Wan, S Escalera, G Guo, SZ Li IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 1179-1187, 2021 | 147 | 2021 |
Face anti-spoofing via adversarial cross-modality translation A Liu, Z Tan, J Wan, Y Liang, Z Lei, G Guo, SZ Li IEEE Transactions on Information Forensics and Security (TIFS) 16, 2759-2772, 2021 | 106 | 2021 |
Contrastive context-aware learning for 3d high-fidelity mask face presentation attack detection A Liu, C Zhao, Z Yu, J Wan, A Su, X Liu, Z Tan, S Escalera, J Xing, ... IEEE Transactions on Information Forensics and Security (TIFS) 17, 2497-2507, 2022 | 82 | 2022 |
Multi-modal face anti-spoofing attack detection challenge at cvpr2019 A Liu, J Wan, S Escalera, H Jair Escalante, Z Tan, Q Yuan, K Wang, C Lin, ... IEEE/CVF conference on computer vision and pattern recognition workshops, 0-0, 2019 | 74 | 2019 |
Cross‐ethnicity face anti‐spoofing recognition challenge: A review A Liu, X Li, J Wan, Y Liang, S Escalera, HJ Escalante, M Madadi, Y Jin, ... IET Biometrics 10 (1), 24-43, 2021 | 72 | 2021 |
Ma-vit: Modality-agnostic vision transformers for face anti-spoofing A Liu, Y Liang International Joint Conference on Artificial Intelligence (IJCAI), 1180--1186, 2022 | 39 | 2022 |
3DPC-Net: 3D point cloud network for face anti-spoofing X Li, J Wan, Y Jin, A Liu, G Guo, SZ Li 2020 IEEE International Joint Conference on Biometrics (IJCB), 1-8, 2020 | 38 | 2020 |
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing A Liu, Z Tan, Z Yu, C Zhao, J Wan, Y Liang, Z Lei, D Zhang, SZ Li, G Guo IEEE Transactions on Information Forensics and Security (TIFS), 2023 | 36 | 2023 |
Flexible-modal face anti-spoofing: A benchmark Z Yu, A Liu, C Zhao, KHM Cheng, X Cheng, G Zhao IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops …, 2023 | 27 | 2023 |
Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, et al. Contrastive context-aware learning for 3d high-fidelity mask face presentation attack … A Liu, C Zhao, Z Yu, J Wan IEEE Transactions on Information Forensics and Security 17 (2497-2507), 1, 2022 | 27 | 2022 |
Surveillance face anti-spoofing H Fang*, A Liu* (* equal contribution), J Wan, S Escalera, C Zhao, ... IEEE Transactions on Information Forensics and Security (TIFS), 2023 | 26 | 2023 |
3d high-fidelity mask face presentation attack detection challenge A Liu, C Zhao, Z Yu, A Su, X Liu, Z Kong, J Wan, S Escalera, HJ Escalante, ... IEEE/CVF International Conference on Computer Vision Workshops, 814-823, 2021 | 25 | 2021 |
Static and dynamic fusion for multi-modal cross-ethnicity face anti-spoofing A Liu, Z Tan, X Li, J Wan, S Escalera, G Guo, SZ Li arXiv preprint arXiv:1912.02340, 2019 | 24 | 2019 |
CASIA-SURF-A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. S Zhang, X Wang, A Liu, C Zhao, J Wan, S Escalera, H Shi, Z Wang, SZ Li | 20 | 2018 |
Disentangling facial pose and appearance information for face anti-spoofing A Liu, J Wan, N Jiang, H Wang, Y Liang 2022 26th international conference on pattern recognition (ICPR), 4537-4543, 2022 | 17 | 2022 |
Cross-batch hard example mining with pseudo large batch for id vs. spot face recognition Z Tan, A Liu, J Wan, H Liu, Z Lei, G Guo, SZ Li IEEE Transactions on Image Processing 31, 3224-3235, 2022 | 15 | 2022 |
Attack-Agnostic Deep Face Anti-Spoofing A Liu, Z Tan, Y Liang, J Wan IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops …, 2023 | 13 | 2023 |
Recognition algorithm based on improved FCM and rough sets for meibomian gland morphology F Liang, Y Xu, W Li, X Ning, X Liu, A Liu Applied Sciences 7 (2), 192, 2017 | 12 | 2017 |