Jianzhu Guo(郭建珠)

I graduated from Southeast University with B.S. in GIS (Geographical Information System). Now, I am a Ph.D. student at National Laboratory of Pattern Recognition, Chinese Academy of Sciences, supervised by Prof. Zhen Lei and Prof. Stan Z. Li, where I mainly research on face analysis, face recognition, 3D face, face anti-spoofing, meta learning and deep learning.

Email  /  GitHub  /  Google Scholar  /  WeChat  /  LinkedIn

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Publications

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Improving Face Anti-Spoofing by 3D Virtual Synthesis


Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li
International Conference On Biometrics (ICB Oral), 2019
arxiv / paper /

We present a method to synthesize virtual spoof data in 3D space to improve face anti-spoofing. The synthetic virtual samples can significantly boost the anti-spoofing performance when combined with a proposed data balancing strategy.

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Face Synthesis for Eyeglass-Robust Face Recognition


Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li
CCF Chinese Conference on Biometric Recognition (CCBR2018), Urumqi, China, Aug. 11-12, 2018
arxiv / paper / code

In the application of face recognition, eyeglasses could significantly degrade the recognition accuracy. In this paper, we propose to address this problem in a virtual synthesis manner.

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Dominant and Complementary Emotion Recognition From Still Images of Faces


Jianzhu Guo, Zhen Lei, Jun Wan, et al.
IEEE Access, 6(1), 26391-26403, 2018
paper / code

External journal version.

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Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition


Jianzhu Guo, Shuai Zhou, Jinlin Wu, Jun Wan, Xiangyu Zhu, Zhen Lei, Stan Z. Li
FG2017, Washington, DC. May 30 –June 3, 2017
paper / code

Winner of face micro-emotion competition held on FG 2017.

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3DMA: A Multi-modality 3D Mask Face Anti-spoofing Database


Jinchuan Xiao, Yinhang Tang, Jianzhu Guo, Yang Yang, Xiangyu Zhu, Zhen Lei, Stan Z. Li
16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2019
paper /

We release a multi-modality 3D mask face anti-spoofing database named 3DMA, which contains 920 videos of 67 genuine subjects wearing 48 kinds of 3D masks, captured in visual (VIS) and near-infrared (NIR) modalities.




Under Review

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Learning Meta Face Recognition in Unseen Domains


Jianzhu Guo, Xiangyu Zhu, Chenxu Zhao, Dong Cao, Zhen Lei, Stan Z. Li
Under Review, 2019

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Towards Fast, Accurate and Stable 3D Dense Face Alignment


Jianzhu Guo, Xiangyu Zhu, Yang Yang, Zhen Lei, Yang Fan, Stan Z. Li
Under Review, 2019

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Domain Balancing: Face Recognition on Long-Tailed Domains


Dong Cao, Xiangyu Zhu, Xingyu Xiang, Jianzhu Guo, Zhen Lei
Under Review, 2019

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Beyond 3DMM Space: Fine-grained 3D Face Reconstruction


Yang Fan, Xiangyu Zhu, Guohao Li, Jianzhu Guo, Di Huang, Zhen Lei, Stan Z. Li
Under Review, 2019




Competitions

  • 1-st Winner of Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head, in conjunction with FG 2017, First author. [Code]

  • HUAWEI Code Craft 2017: Awarded Silver Medal (rank 5th) in Beijing Site. Team with three members, equal contribution.



Projects (Public)

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3DDFA: Real-time 3D face reconstruction
GitHub stars GitHub forks

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MeGlass: An eyeglass face dataset collected and cleaned for face recognition evaluation
GitHub stars

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ImageToAscii: Python tools for Image Ascii Art
GitHub stars

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Source code for 1st winner of face micro-emotion competition held on FG 2017.
GitHub stars

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UCAS utils to ease your campus life!
GitHub stars




Contact (WeChat QR Code)

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Wow, this guy's website is awesome