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Review of Face Presentation Attack Detection Competitions


Dec 21, 2021
Zitong Yu, Jukka Komulainen, Xiaobai Li, Guoying Zhao

* Handbook of Biometric Anti-Spoofing (3rd Ed.) 

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Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks


Oct 14, 2021
Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li


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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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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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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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Micro-expression spotting: A new benchmark


Jul 24, 2020
Thuong-Khanh Tran, Quang-Nhat Vo, Xiaopeng Hong, Xiaobai Li, Guoying Zhao


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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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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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Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions


Feb 12, 2020
Mohammad Sabokrou, Masoud Pourreza, Xiaobai Li, Mahmood Fathy, Guoying Zhao


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Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition


Feb 08, 2020
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* Submitted to IEEE ICIP 2020 

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Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition


Oct 11, 2019
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* 5 pages, 2 figures, 2 tables 

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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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Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network


May 07, 2019
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao

* 11 pages, 4 figures, submitted paper 

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Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods


Feb 08, 2017
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen


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