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Consistency Regularization for Deep Face Anti-Spoofing


Nov 25, 2021
Zezheng Wang, Zitong Yu, Xun Wang, Yunxiao Qin, Jiahong Li, Chenxu Zhao, Zhen Lei, Xin Liu, Size Li, Zhongyuan Wang

* 10 tables, 4 figures 

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PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer


Nov 23, 2021
Zitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Philip Torr, Guoying Zhao


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Meta-Teacher For Face Anti-Spoofing


Nov 12, 2021
Yunxiao Qin, Zitong Yu, Longbin Yan, Zezheng Wang, Chenxu Zhao, Zhen Lei

* Accepted by IEEE TPAMI-2021 

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Pixel Difference Networks for Efficient Edge Detection


Aug 16, 2021
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu

* ICCV 2021 

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3D High-Fidelity Mask Face Presentation Attack Detection Challenge


Aug 16, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo


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iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis


Jul 01, 2021
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhaoz?

* CVPR 2021 

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Deep Learning for Face Anti-Spoofing: A Survey


Jun 28, 2021
Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao

* submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction


May 18, 2021
Ruijing Yang, Ziyu Guan, Zitong Yu, Guoying Zhao, Xiaoyi Feng, Jinye Peng

* IJCAI 2021 

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Dual-Cross Central Difference Network for Face Anti-Spoofing


May 04, 2021
Zitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao

* Accepted by IJCAI2021 

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TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection


Apr 15, 2021
Zitong Yu, Xiaobai Li, Pichao Wang, Guoying Zhao

* Submitted to IEEE Signal Processing Letters 

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Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection


Apr 13, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang


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Revisiting Pixel-Wise Supervision for Face Anti-Spoofing


Nov 24, 2020
Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao

* submitted to IEEE Transactions on Biometrics, Behavior and Identity Science 

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NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing


Nov 03, 2020
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); the CASIA-SURF 3DMask dataset is available at http://www.cbsr.ia.ac.cn/users/jwan/database/3DMask.pdf 

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Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition


Aug 21, 2020
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao

* Submitted to IEEE Transactions on Image Processing 

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2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework


Aug 10, 2020
Haoyu Chen, Zitong Yu, Xin Liu, Wei Peng, Yoon Lee, Guoying Zhao

* Technical report for ECCV 2020 VIPrior Challenge, Action Recognition Track 

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Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling


Jul 16, 2020
Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao


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Face Anti-Spoofing with Human Material Perception


Jul 04, 2020
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao

* Accepted by ECCV2020 

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AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching


Apr 26, 2020
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao

* Submitted to IEEE Signal Processing Letters 

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Multi-Modal Face Anti-Spoofing Based on Central Difference Networks


Apr 17, 2020
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao

* 1st place in "Track Multi-Modal" of ChaLearn Face Anti-spoofing Attack Detection [email protected]; Accepted by CVPR2020 Media Forensics Workshop. arXiv admin note: text overlap with arXiv:2003.04092 

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The 1st Challenge on Remote Physiological Signal Sensing (RePSS)


Mar 26, 2020
Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan


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Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing


Mar 18, 2020
Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei

* Accepted by CVPR2020 (oral) 

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Searching Central Difference Convolutional Networks for Face Anti-Spoofing


Mar 09, 2020
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao

* Accepted by CVPR2020 

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Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement


Jul 27, 2019
Zitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao

* IEEE ICCV2019, accepted 

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Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks


May 07, 2019
Zitong Yu, Xiaobai Li, Guoying Zhao


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Pedestrian re-identification based on Tree branch network with local and global learning


Mar 31, 2019
Hui Li, Meng Yang, Zhihui Lai, Weishi Zheng, Zitong Yu

* accepted by ICME2019(Oral) 

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